Pandas Profiling Report

Dataset statistics

Number of variables	29
Number of observations	92
Missing cells	89
Missing cells (%)	3.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	21.0 KiB
Average record size in memory	233.4 B

Variable types

Numeric	9
Categorical	20

Alerts

`airdate` has constant value "2020-12-22"	Constant
`url` has a high cardinality: 92 distinct values	High cardinality
`name` has a high cardinality: 85 distinct values	High cardinality
`_embedded_show_url` has a high cardinality: 58 distinct values	High cardinality
`_embedded_show_name` has a high cardinality: 58 distinct values	High cardinality
`_embedded_show_officialSite` has a high cardinality: 52 distinct values	High cardinality
`_embedded_show_summary` has a high cardinality: 53 distinct values	High cardinality
`_links_self_href` has a high cardinality: 92 distinct values	High cardinality
`season` is highly correlated with `_embedded_show_updated`	High correlation
`runtime` is highly correlated with `_embedded_show_runtime` and 1 other fields	High correlation
`_embedded_show_runtime` is highly correlated with `runtime` and 1 other fields	High correlation
`_embedded_show_averageRuntime` is highly correlated with `runtime` and 1 other fields	High correlation
`_embedded_show_updated` is highly correlated with `season`	High correlation
`season` is highly correlated with `number` and 2 other fields	High correlation
`number` is highly correlated with `season` and 2 other fields	High correlation
`runtime` is highly correlated with `season` and 3 other fields	High correlation
`_embedded_show_runtime` is highly correlated with `season` and 3 other fields	High correlation
`_embedded_show_averageRuntime` is highly correlated with `runtime` and 1 other fields	High correlation
`season` is highly correlated with `_embedded_show_updated`	High correlation
`runtime` is highly correlated with `_embedded_show_runtime` and 1 other fields	High correlation
`_embedded_show_runtime` is highly correlated with `runtime` and 1 other fields	High correlation
`_embedded_show_averageRuntime` is highly correlated with `runtime` and 1 other fields	High correlation
`_embedded_show_updated` is highly correlated with `season`	High correlation
`_embedded_show_officialSite` is highly correlated with `_embedded_show_summary` and 16 other fields	High correlation
`summary` is highly correlated with `url` and 7 other fields	High correlation
`_embedded_show_summary` is highly correlated with `_embedded_show_officialSite` and 15 other fields	High correlation
`_embedded_show_type` is highly correlated with `_embedded_show_officialSite` and 8 other fields	High correlation
`_embedded_show_status` is highly correlated with `_embedded_show_officialSite` and 10 other fields	High correlation
`url` is highly correlated with `_embedded_show_officialSite` and 18 other fields	High correlation
`image` is highly correlated with `_embedded_show_officialSite` and 18 other fields	High correlation
`_embedded_show_ended` is highly correlated with `_embedded_show_officialSite` and 12 other fields	High correlation
`_embedded_show_name` is highly correlated with `_embedded_show_officialSite` and 16 other fields	High correlation
`_embedded_show_premiered` is highly correlated with `_embedded_show_officialSite` and 12 other fields	High correlation
`name` is highly correlated with `url` and 3 other fields	High correlation
`airdate` is highly correlated with `_embedded_show_officialSite` and 18 other fields	High correlation
`airtime` is highly correlated with `_embedded_show_officialSite` and 10 other fields	High correlation
`_links_self_href` is highly correlated with `_embedded_show_officialSite` and 18 other fields	High correlation
`_embedded_show_genres` is highly correlated with `_embedded_show_officialSite` and 13 other fields	High correlation
`type` is highly correlated with `_embedded_show_officialSite` and 10 other fields	High correlation
`_embedded_show_url` is highly correlated with `_embedded_show_officialSite` and 16 other fields	High correlation
`_embedded_show_language` is highly correlated with `_embedded_show_officialSite` and 10 other fields	High correlation
`_embedded_show_dvdCountry` is highly correlated with `_embedded_show_officialSite` and 11 other fields	High correlation
`airstamp` is highly correlated with `_embedded_show_officialSite` and 13 other fields	High correlation
`id` is highly correlated with `url` and 18 other fields	High correlation
`url` is highly correlated with `id` and 26 other fields	High correlation
`name` is highly correlated with `id` and 22 other fields	High correlation
`season` is highly correlated with `url` and 14 other fields	High correlation
`number` is highly correlated with `url` and 14 other fields	High correlation
`type` is highly correlated with `url` and 11 other fields	High correlation
`airtime` is highly correlated with `id` and 21 other fields	High correlation
`airstamp` is highly correlated with `id` and 21 other fields	High correlation
`runtime` is highly correlated with `id` and 20 other fields	High correlation
`image` is highly correlated with `id` and 25 other fields	High correlation
`summary` is highly correlated with `url` and 19 other fields	High correlation
`_embedded_show_id` is highly correlated with `id` and 20 other fields	High correlation
`_embedded_show_url` is highly correlated with `id` and 26 other fields	High correlation
`_embedded_show_name` is highly correlated with `id` and 26 other fields	High correlation
`_embedded_show_type` is highly correlated with `url` and 19 other fields	High correlation
`_embedded_show_language` is highly correlated with `id` and 22 other fields	High correlation
`_embedded_show_genres` is highly correlated with `id` and 24 other fields	High correlation
`_embedded_show_status` is highly correlated with `url` and 16 other fields	High correlation
`_embedded_show_runtime` is highly correlated with `id` and 21 other fields	High correlation
`_embedded_show_averageRuntime` is highly correlated with `id` and 21 other fields	High correlation
`_embedded_show_premiered` is highly correlated with `id` and 24 other fields	High correlation
`_embedded_show_ended` is highly correlated with `url` and 16 other fields	High correlation
`_embedded_show_officialSite` is highly correlated with `id` and 26 other fields	High correlation
`_embedded_show_weight` is highly correlated with `id` and 15 other fields	High correlation
`_embedded_show_dvdCountry` is highly correlated with `url` and 11 other fields	High correlation
`_embedded_show_summary` is highly correlated with `id` and 25 other fields	High correlation
`_embedded_show_updated` is highly correlated with `id` and 19 other fields	High correlation
`_links_self_href` is highly correlated with `id` and 26 other fields	High correlation
`number` has 1 (1.1%) missing values	Missing
`runtime` has 3 (3.3%) missing values	Missing
`image` has 68 (73.9%) missing values	Missing
`_embedded_show_runtime` has 15 (16.3%) missing values	Missing
`_embedded_show_averageRuntime` has 2 (2.2%) missing values	Missing
`url` is uniformly distributed	Uniform
`name` is uniformly distributed	Uniform
`image` is uniformly distributed	Uniform
`_links_self_href` is uniformly distributed	Uniform
`id` has unique values	Unique
`url` has unique values	Unique
`_links_self_href` has unique values	Unique
`_embedded_show_weight` has 1 (1.1%) zeros	Zeros

Reproduction

Analysis started	2022-05-10 02:18:37.895489
Analysis finished	2022-05-10 02:19:09.339106
Duration	31.44 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	92
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2022418.065

Minimum	1960499
Maximum	2318110
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	1960499
5-th percentile	1976044.55
Q1	1987350.25
median	1991355.5
Q3	2009994.5
95-th percentile	2238013
Maximum	2318110
Range	357611
Interquartile range (IQR)	22644.25

Descriptive statistics

Standard deviation	81230.74891
Coefficient of variation (CV)	0.04016516185
Kurtosis	6.196028183
Mean	2022418.065
Median Absolute Deviation (MAD)	7917.5
Skewness	2.619377445
Sum	186062462
Variance	6598434568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2007750	1	1.1%
1988067	1	1.1%
1992679	1	1.1%
1992678	1	1.1%
1992677	1	1.1%
1992676	1	1.1%
1992675	1	1.1%
1992674	1	1.1%
1992673	1	1.1%
1992672	1	1.1%
Other values (82)	82	89.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1960499	1	1.1%
1964568	1	1.1%
1968003	1	1.1%
1975646	1	1.1%
1976044	1	1.1%
1976045	1	1.1%
1976164	1	1.1%
1976165	1	1.1%
1976166	1	1.1%
1977330	1	1.1%

Value	Count	Frequency (%)
2318110	1	1.1%
2315117	1	1.1%
2311020	1	1.1%
2289875	1	1.1%
2287788	1	1.1%
2197288	1	1.1%
2176139	1	1.1%
2165008	1	1.1%
2161417	1	1.1%
2096299	1	1.1%

url
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	92
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

https://www.tvmaze.com/episodes/2007750/stand-up-autsajd-1x10-filipp-voronin-499-iz-5	1
https://www.tvmaze.com/episodes/1988067/forever-love-1x16-episode-16	1
https://www.tvmaze.com/episodes/1992679/rhyme-time-town-singalongs-1x08-the-teaspoon-dance-jaimes-bridge-has-fallen-down-the-happy-hyena	1
https://www.tvmaze.com/episodes/1992678/rhyme-time-town-singalongs-1x07-mary-marys-mango-cake-twinkle-twinkle-little-star-itsy-bitsys-water-spout	1
https://www.tvmaze.com/episodes/1992677/rhyme-time-town-singalongs-1x06-cow-jig-frere-jacques-itsy-bitsys-mosaic	1
Other values (87)	87

Length

Max length	145
Median length	117
Mean length	85.79347826
Min length	63

Characters and Unicode

Total characters	7893
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	92 ?
Unique (%)	100.0%

Sample

1st row	https://www.tvmaze.com/episodes/2007750/stand-up-autsajd-1x10-filipp-voronin-499-iz-5
2nd row	https://www.tvmaze.com/episodes/2008030/lab-s-antonom-belaevym-2x09-gruppa-skryptonite
3rd row	https://www.tvmaze.com/episodes/1964568/core-sense-1x12-episode-12
4th row	https://www.tvmaze.com/episodes/2052511/wu-shen-zhu-zai-1x86-episode-86
5th row	https://www.tvmaze.com/episodes/1993656/7-days-of-romance-2x01-episode-1

Common Values

Value	Count	Frequency (%)
https://www.tvmaze.com/episodes/2007750/stand-up-autsajd-1x10-filipp-voronin-499-iz-5	1	1.1%
https://www.tvmaze.com/episodes/1988067/forever-love-1x16-episode-16	1	1.1%
https://www.tvmaze.com/episodes/1992679/rhyme-time-town-singalongs-1x08-the-teaspoon-dance-jaimes-bridge-has-fallen-down-the-happy-hyena	1	1.1%
https://www.tvmaze.com/episodes/1992678/rhyme-time-town-singalongs-1x07-mary-marys-mango-cake-twinkle-twinkle-little-star-itsy-bitsys-water-spout	1	1.1%
https://www.tvmaze.com/episodes/1992677/rhyme-time-town-singalongs-1x06-cow-jig-frere-jacques-itsy-bitsys-mosaic	1	1.1%
https://www.tvmaze.com/episodes/1992676/rhyme-time-town-singalongs-1x05-jaimes-ride-and-see-hickory-dickory-dock-chuckleys-fruit-fest	1	1.1%
https://www.tvmaze.com/episodes/1992675/rhyme-time-town-singalongs-1x04-humpty-goes-fishing-humpty-dumpty-sat-on-a-wall-humptys-snow-day	1	1.1%
https://www.tvmaze.com/episodes/1992674/rhyme-time-town-singalongs-1x03-carnival-samba-the-itsy-bitsy-spider-shadow-puppets	1	1.1%
https://www.tvmaze.com/episodes/1992673/rhyme-time-town-singalongs-1x02-granny-dumptys-garden-ms-macdonald-has-a-farm-jack-and-jills-boat-ride	1	1.1%
https://www.tvmaze.com/episodes/1992672/rhyme-time-town-singalongs-1x01-see-saw-mumpty-daw-mary-mary-quite-contrary-mary-marys-hiking-trip	1	1.1%
Other values (82)	82	89.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://www.tvmaze.com/episodes/2007750/stand-up-autsajd-1x10-filipp-voronin-499-iz-5	1	1.1%
https://www.tvmaze.com/episodes/2071494/youths-in-the-breeze-1x24-full-time-sworn-enemy-08	1	1.1%
https://www.tvmaze.com/episodes/1964568/core-sense-1x12-episode-12	1	1.1%
https://www.tvmaze.com/episodes/2052511/wu-shen-zhu-zai-1x86-episode-86	1	1.1%
https://www.tvmaze.com/episodes/1993656/7-days-of-romance-2x01-episode-1	1	1.1%
https://www.tvmaze.com/episodes/2096299/no-turning-back-romance-1x05-5	1	1.1%
https://www.tvmaze.com/episodes/2315117/sono-koi-mousukoshi-atatamemasuka-1x06-episode-6	1	1.1%
https://www.tvmaze.com/episodes/2068349/doomsday-awakening-2x01-episode-1	1	1.1%
https://www.tvmaze.com/episodes/2068351/doomsday-awakening-2x02-episode-2	1	1.1%
https://www.tvmaze.com/episodes/2005750/legend-of-yun-qian-1x03-episode-3	1	1.1%
Other values (82)	82	89.1%

Most occurring characters

Value	Count	Frequency (%)
-	673	8.5%
e	635	8.0%
s	502	6.4%
t	481	6.1%
/	460	5.8%
o	422	5.3%
a	355	4.5%
w	347	4.4%
i	294	3.7%
m	292	3.7%
Other values (30)	3432	43.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5407	68.5%
Decimal Number	1077	13.6%
Other Punctuation	736	9.3%
Dash Punctuation	673	8.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	635	11.7%
s	502	9.3%
t	481	8.9%
o	422	7.8%
a	355	6.6%
w	347	6.4%
i	294	5.4%
m	292	5.4%
p	264	4.9%
d	253	4.7%
Other values (16)	1562	28.9%

Decimal Number

Value	Count	Frequency (%)
1	234	21.7%
2	172	16.0%
0	154	14.3%
9	141	13.1%
7	75	7.0%
8	70	6.5%
6	67	6.2%
4	58	5.4%
3	57	5.3%
5	49	4.5%

Other Punctuation

Value	Count	Frequency (%)
/	460	62.5%
.	184	25.0%
:	92	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	673	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5407	68.5%
Common	2486	31.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	635	11.7%
s	502	9.3%
t	481	8.9%
o	422	7.8%
a	355	6.6%
w	347	6.4%
i	294	5.4%
m	292	5.4%
p	264	4.9%
d	253	4.7%
Other values (16)	1562	28.9%

Common

Value	Count	Frequency (%)
-	673	27.1%
/	460	18.5%
1	234	9.4%
.	184	7.4%
2	172	6.9%
0	154	6.2%
9	141	5.7%
:	92	3.7%
7	75	3.0%
8	70	2.8%
Other values (4)	231	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7893	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	673	8.5%
e	635	8.0%
s	502	6.4%
t	481	6.1%
/	460	5.8%
o	422	5.3%
a	355	4.5%
w	347	4.4%
i	294	3.7%
m	292	3.7%
Other values (30)	3432	43.5%

name
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION
UNIFORM

Distinct	85
Distinct (%)	92.4%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

Episode 1	4
Episode 15	3
Episode 16	3
Филипп Воронин "4,99 из 5"	1
Episode 4	1
Other values (80)	80

Length

Max length	79
Median length	64
Mean length	23.25
Min length	1

Characters and Unicode

Total characters	2139
Distinct characters	107
Distinct categories	10 ?
Distinct scripts	5 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	82 ?
Unique (%)	89.1%

Sample

1st row	Филипп Воронин "4,99 из 5"
2nd row	Gruppa Skryptonite
3rd row	Episode 12
4th row	Episode 86
5th row	Episode 1

Common Values

Value	Count	Frequency (%)
Episode 1	4	4.3%
Episode 15	3	3.3%
Episode 16	3	3.3%
Филипп Воронин "4,99 из 5"	1	1.1%
Episode 4	1	1.1%
Mary Mary's Mango Cake / Twinkle Twinkle Little Star / Itsy Bitsy's Water Spout	1	1.1%
Cow Jig / Frère Jacques / Itsy Bitsy's Mosaic	1	1.1%
Jaime's Ride and See / Hickory Dickory Dock / Chuckley's Fruit Fest	1	1.1%
Humpty Goes Fishing / Humpty Dumpty Sat on a Wall / Humpty's Snow Day	1	1.1%
Carnival Samba / The Itsy Bitsy Spider / Shadow Puppets	1	1.1%
Other values (75)	75	81.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
episode	29	7.2%
	24	6.0%
the	7	1.7%
1	5	1.2%
mary	4	1.0%
and	4	1.0%
2020	4	1.0%
you	4	1.0%
15	4	1.0%
5	3	0.7%
Other values (268)	314	78.1%

Most occurring characters

Value	Count	Frequency (%)
	310	14.5%
e	155	7.2%
a	139	6.5%
o	114	5.3%
i	109	5.1%
s	102	4.8%
t	84	3.9%
n	75	3.5%
r	70	3.3%
d	67	3.1%
Other values (97)	914	42.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1331	62.2%
Space Separator	310	14.5%
Uppercase Letter	310	14.5%
Decimal Number	99	4.6%
Other Punctuation	61	2.9%
Other Letter	18	0.8%
Dash Punctuation	6	0.3%
Math Symbol	2	0.1%
Close Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	155	11.6%
a	139	10.4%
o	114	8.6%
i	109	8.2%
s	102	7.7%
t	84	6.3%
n	75	5.6%
r	70	5.3%
d	67	5.0%
p	63	4.7%
Other values (29)	353	26.5%

Uppercase Letter

Value	Count	Frequency (%)
E	37	11.9%
S	30	9.7%
M	26	8.4%
T	23	7.4%
D	20	6.5%
R	17	5.5%
B	16	5.2%
F	14	4.5%
H	14	4.5%
C	12	3.9%
Other values (19)	101	32.6%

Other Letter

Value	Count	Frequency (%)
و	3	16.7%
م	2	11.1%
ا	1	5.6%
ز	1	5.6%
ی	1	5.6%
س	1	5.6%
گ	1	5.6%
ر	1	5.6%
ه	1	5.6%
د	1	5.6%
Other values (5)	5	27.8%

Decimal Number

Value	Count	Frequency (%)
2	23	23.2%
1	20	20.2%
3	11	11.1%
0	10	10.1%
4	9	9.1%
5	9	9.1%
6	8	8.1%
9	3	3.0%
8	3	3.0%
7	3	3.0%

Other Punctuation

Value	Count	Frequency (%)
/	20	32.8%
'	12	19.7%
.	9	14.8%
,	7	11.5%
!	4	6.6%
?	4	6.6%
#	2	3.3%
"	2	3.3%
&	1	1.6%

Space Separator

Value	Count	Frequency (%)
	310	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Math Symbol

Value	Count	Frequency (%)
×	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1615	75.5%
Common	480	22.4%
Cyrillic	26	1.2%
Arabic	14	0.7%
Han	4	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	155	9.6%
a	139	8.6%
o	114	7.1%
i	109	6.7%
s	102	6.3%
t	84	5.2%
n	75	4.6%
r	70	4.3%
d	67	4.1%
p	63	3.9%
Other values (42)	637	39.4%

Common

Value	Count	Frequency (%)
	310	64.6%
2	23	4.8%
1	20	4.2%
/	20	4.2%
'	12	2.5%
3	11	2.3%
0	10	2.1%
.	9	1.9%
4	9	1.9%
5	9	1.9%
Other values (14)	47	9.8%

Cyrillic

Value	Count	Frequency (%)
и	5	19.2%
а	2	7.7%
п	2	7.7%
р	2	7.7%
о	2	7.7%
н	2	7.7%
з	2	7.7%
М	1	3.8%
в	1	3.8%
е	1	3.8%
Other values (6)	6	23.1%

Arabic

Value	Count	Frequency (%)
و	3	21.4%
م	2	14.3%
ا	1	7.1%
ز	1	7.1%
ی	1	7.1%
س	1	7.1%
گ	1	7.1%
ر	1	7.1%
ه	1	7.1%
د	1	7.1%

Han

Value	Count	Frequency (%)
第	1	25.0%
集	1	25.0%
日	1	25.0%
月	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2089	97.7%
Cyrillic	26	1.2%
Arabic	14	0.7%
None	6	0.3%
CJK	4	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	310	14.8%
e	155	7.4%
a	139	6.7%
o	114	5.5%
i	109	5.2%
s	102	4.9%
t	84	4.0%
n	75	3.6%
r	70	3.4%
d	67	3.2%
Other values (62)	864	41.4%

Cyrillic

Value	Count	Frequency (%)
и	5	19.2%
а	2	7.7%
п	2	7.7%
р	2	7.7%
о	2	7.7%
н	2	7.7%
з	2	7.7%
М	1	3.8%
в	1	3.8%
е	1	3.8%
Other values (6)	6	23.1%

Arabic

Value	Count	Frequency (%)
و	3	21.4%
م	2	14.3%
ا	1	7.1%
ز	1	7.1%
ی	1	7.1%
س	1	7.1%
گ	1	7.1%
ر	1	7.1%
ه	1	7.1%
د	1	7.1%

None

Value	Count	Frequency (%)
×	2	33.3%
è	2	33.3%
é	1	16.7%
â	1	16.7%

CJK

Value	Count	Frequency (%)
第	1	25.0%
集	1	25.0%
日	1	25.0%
月	1	25.0%

season
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	9
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	243.576087

Minimum	1
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	2020
Maximum	2020
Range	2019
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	658.2374606
Coefficient of variation (CV)	2.702389503
Kurtosis	3.764980272
Mean	243.576087
Median Absolute Deviation (MAD)	0
Skewness	2.383945516
Sum	22409
Variance	433276.5546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	53	57.6%
2	18	19.6%
2020	11	12.0%
4	3	3.3%
3	3	3.3%
23	1	1.1%
18	1	1.1%
7	1	1.1%
31	1	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	53	57.6%
2	18	19.6%
3	3	3.3%
4	3	3.3%
7	1	1.1%
18	1	1.1%
23	1	1.1%
31	1	1.1%
2020	11	12.0%

Value	Count	Frequency (%)
2020	11	12.0%
31	1	1.1%
23	1	1.1%
18	1	1.1%
7	1	1.1%
4	3	3.3%
3	3	3.3%
2	18	19.6%
1	53	57.6%

number
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	36
Distinct (%)	39.6%
Missing	1
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	26.82417582

Minimum	1
Maximum	349
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4.5
median	10
Q3	23
95-th percentile	78.5
Maximum	349
Range	348
Interquartile range (IQR)	18.5

Descriptive statistics

Standard deviation	58.70218497
Coefficient of variation (CV)	2.188405912
Kurtosis	21.23437275
Mean	26.82417582
Median Absolute Deviation (MAD)	6
Skewness	4.532582
Sum	2441
Variance	3445.94652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
1	7	7.6%
5	6	6.5%
2	6	6.5%
10	5	5.4%
3	5	5.4%
15	5	5.4%
4	5	5.4%
9	4	4.3%
16	4	4.3%
6	4	4.3%
Other values (26)	40	43.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7	7.6%
2	6	6.5%
3	5	5.4%
4	5	5.4%
5	6	6.5%
6	4	4.3%
7	4	4.3%
8	3	3.3%
9	4	4.3%
10	5	5.4%

Value	Count	Frequency (%)
349	1	1.1%
314	1	1.1%
313	1	1.1%
89	1	1.1%
86	1	1.1%
71	1	1.1%
66	1	1.1%
60	1	1.1%
54	1	1.1%
52	2	2.2%

type
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

regular	91
significant_special	1

Length

Max length	19
Median length	7
Mean length	7.130434783
Min length	7

Characters and Unicode

Total characters	656
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.1%

Sample

1st row	regular
2nd row	regular
3rd row	regular
4th row	regular
5th row	regular

Common Values

Value	Count	Frequency (%)
regular	91	98.9%
significant_special	1	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
regular	91	98.9%
significant_special	1	1.1%

Most occurring characters

Value	Count	Frequency (%)
r	182	27.7%
a	93	14.2%
e	92	14.0%
g	92	14.0%
l	92	14.0%
u	91	13.9%
i	4	0.6%
s	2	0.3%
n	2	0.3%
c	2	0.3%
Other values (4)	4	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	655	99.8%
Connector Punctuation	1	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	182	27.8%
a	93	14.2%
e	92	14.0%
g	92	14.0%
l	92	14.0%
u	91	13.9%
i	4	0.6%
s	2	0.3%
n	2	0.3%
c	2	0.3%
Other values (3)	3	0.5%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	655	99.8%
Common	1	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	182	27.8%
a	93	14.2%
e	92	14.0%
g	92	14.0%
l	92	14.0%
u	91	13.9%
i	4	0.6%
s	2	0.3%
n	2	0.3%
c	2	0.3%
Other values (3)	3	0.5%

Common

Value	Count	Frequency (%)
_	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	656	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	182	27.7%
a	93	14.2%
e	92	14.0%
g	92	14.0%
l	92	14.0%
u	91	13.9%
i	4	0.6%
s	2	0.3%
n	2	0.3%
c	2	0.3%
Other values (4)	4	0.6%

airdate
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

2020-12-22	92

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	920
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-12-22
2nd row	2020-12-22
3rd row	2020-12-22
4th row	2020-12-22
5th row	2020-12-22

Common Values

Value	Count	Frequency (%)
2020-12-22	92	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2020-12-22	92	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	460	50.0%
0	184	20.0%
-	184	20.0%
1	92	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	736	80.0%
Dash Punctuation	184	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	460	62.5%
0	184	25.0%
1	92	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	920	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	460	50.0%
0	184	20.0%
-	184	20.0%
1	92	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	920	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	460	50.0%
0	184	20.0%
-	184	20.0%
1	92	10.0%

airtime
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	12
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

nan	67
20:00	12
10:00	2
17:00	2
22:00	2
Other values (7)	7

Length

Max length	5
Median length	3
Mean length	3.543478261
Min length	3

Characters and Unicode

Total characters	326
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	7.6%

Sample

1st row	12:00
2nd row	nan
3rd row	10:00
4th row	10:00
5th row	nan

Common Values

Value	Count	Frequency (%)
nan	67	72.8%
20:00	12	13.0%
10:00	2	2.2%
17:00	2	2.2%
22:00	2	2.2%
12:00	1	1.1%
08:00	1	1.1%
06:00	1	1.1%
18:30	1	1.1%
20:45	1	1.1%
Other values (2)	2	2.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nan	67	72.8%
20:00	12	13.0%
10:00	2	2.2%
17:00	2	2.2%
22:00	2	2.2%
12:00	1	1.1%
08:00	1	1.1%
06:00	1	1.1%
18:30	1	1.1%
20:45	1	1.1%
Other values (2)	2	2.2%

Most occurring characters

Value	Count	Frequency (%)
n	134	41.1%
a	67	20.6%
0	64	19.6%
:	25	7.7%
2	19	5.8%
1	6	1.8%
8	3	0.9%
7	2	0.6%
3	2	0.6%
5	2	0.6%
Other values (2)	2	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	201	61.7%
Decimal Number	100	30.7%
Other Punctuation	25	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	64	64.0%
2	19	19.0%
1	6	6.0%
8	3	3.0%
7	2	2.0%
3	2	2.0%
5	2	2.0%
6	1	1.0%
4	1	1.0%

Lowercase Letter

Value	Count	Frequency (%)
n	134	66.7%
a	67	33.3%

Other Punctuation

Value	Count	Frequency (%)
:	25	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	201	61.7%
Common	125	38.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	64	51.2%
:	25	20.0%
2	19	15.2%
1	6	4.8%
8	3	2.4%
7	2	1.6%
3	2	1.6%
5	2	1.6%
6	1	0.8%
4	1	0.8%

Latin

Value	Count	Frequency (%)
n	134	66.7%
a	67	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	326	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	134	41.1%
a	67	20.6%
0	64	19.6%
:	25	7.7%
2	19	5.8%
1	6	1.8%
8	3	0.9%
7	2	0.6%
3	2	0.6%
5	2	0.6%
Other values (2)	2	0.6%

airstamp
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	19
Distinct (%)	20.7%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

2020-12-22T12:00:00+00:00	48
2020-12-22T06:30:00+00:00	11
2020-12-22T04:00:00+00:00	6
2020-12-22T16:00:00+00:00	4
2020-12-22T03:00:00+00:00	3
Other values (14)	20

Length

Max length	25
Median length	25
Mean length	25
Min length	25

Characters and Unicode

Total characters	2300
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	9.8%

Sample

1st row	2020-12-22T00:00:00+00:00
2nd row	2020-12-22T00:00:00+00:00
3rd row	2020-12-22T02:00:00+00:00
4th row	2020-12-22T02:00:00+00:00
5th row	2020-12-22T03:00:00+00:00

Common Values

Value	Count	Frequency (%)
2020-12-22T12:00:00+00:00	48	52.2%
2020-12-22T06:30:00+00:00	11	12.0%
2020-12-22T04:00:00+00:00	6	6.5%
2020-12-22T16:00:00+00:00	4	4.3%
2020-12-22T03:00:00+00:00	3	3.3%
2020-12-22T17:00:00+00:00	3	3.3%
2020-12-22T00:00:00+00:00	2	2.2%
2020-12-22T02:00:00+00:00	2	2.2%
2020-12-22T11:00:00+00:00	2	2.2%
2020-12-22T05:00:00+00:00	2	2.2%
Other values (9)	9	9.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-12-22t12:00:00+00:00	48	52.2%
2020-12-22t06:30:00+00:00	11	12.0%
2020-12-22t04:00:00+00:00	6	6.5%
2020-12-22t16:00:00+00:00	4	4.3%
2020-12-22t03:00:00+00:00	3	3.3%
2020-12-22t17:00:00+00:00	3	3.3%
2020-12-22t11:00:00+00:00	2	2.2%
2020-12-22t05:00:00+00:00	2	2.2%
2020-12-22t02:00:00+00:00	2	2.2%
2020-12-22t00:00:00+00:00	2	2.2%
Other values (9)	9	9.8%

Most occurring characters

Value	Count	Frequency (%)
0	933	40.6%
2	512	22.3%
:	276	12.0%
-	184	8.0%
1	157	6.8%
T	92	4.0%
+	92	4.0%
3	19	0.8%
6	15	0.7%
4	8	0.3%
Other values (4)	12	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1656	72.0%
Other Punctuation	276	12.0%
Dash Punctuation	184	8.0%
Uppercase Letter	92	4.0%
Math Symbol	92	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	933	56.3%
2	512	30.9%
1	157	9.5%
3	19	1.1%
6	15	0.9%
4	8	0.5%
5	6	0.4%
7	3	0.2%
9	2	0.1%
8	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
:	276	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	184	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	92	100.0%

Math Symbol

Value	Count	Frequency (%)
+	92	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2208	96.0%
Latin	92	4.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	933	42.3%
2	512	23.2%
:	276	12.5%
-	184	8.3%
1	157	7.1%
+	92	4.2%
3	19	0.9%
6	15	0.7%
4	8	0.4%
5	6	0.3%
Other values (3)	6	0.3%

Latin

Value	Count	Frequency (%)
T	92	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2300	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	933	40.6%
2	512	22.3%
:	276	12.0%
-	184	8.0%
1	157	6.8%
T	92	4.0%
+	92	4.0%
3	19	0.8%
6	15	0.7%
4	8	0.3%
Other values (4)	12	0.5%

runtime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	32
Distinct (%)	36.0%
Missing	3
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	30

Minimum	1
Maximum	120
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	1
5-th percentile	7
Q1	13
median	20
Q3	43
95-th percentile	90
Maximum	120
Range	119
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	25.38700455
Coefficient of variation (CV)	0.846233485
Kurtosis	5.521047422
Mean	30
Median Absolute Deviation (MAD)	8
Skewness	2.262622679
Sum	2670
Variance	644.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
45	14	15.2%
20	14	15.2%
13	10	10.9%
27	5	5.4%
30	4	4.3%
15	4	4.3%
120	4	4.3%
12	3	3.3%
18	2	2.2%
5	2	2.2%
Other values (22)	27	29.3%
(Missing)	3	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.1%
4	1	1.1%
5	2	2.2%
7	2	2.2%
8	1	1.1%
10	2	2.2%
11	1	1.1%
12	3	3.3%
13	10	10.9%
14	1	1.1%

Value	Count	Frequency (%)
120	4	4.3%
90	2	2.2%
57	1	1.1%
45	14	15.2%
44	1	1.1%
43	1	1.1%
41	1	1.1%
39	1	1.1%
32	1	1.1%
30	4	4.3%

image
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM

Distinct	24
Distinct (%)	100.0%
Missing	68
Missing (%)	73.9%
Memory size	864.0 B

{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/726700.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/726700.jpg'}	1
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/724613.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/724613.jpg'}	1
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/403/1009868.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/403/1009868.jpg'}	1
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/724584.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/724584.jpg'}	1
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/404/1012053.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/404/1012053.jpg'}	1
Other values (19)	19

Length

Max length	178
Median length	176
Mean length	176.1666667
Min length	176

Characters and Unicode

Total characters	4228
Distinct characters	38
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24 ?
Unique (%)	100.0%

Sample

1st row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/294/737209.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/294/737209.jpg'}
2nd row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/726356.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/726356.jpg'}
3rd row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/721861.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/721861.jpg'}
4th row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/725656.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/725656.jpg'}
5th row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/725622.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/725622.jpg'}

Common Values

Value	Count	Frequency (%)
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/726700.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/726700.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/724613.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/724613.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/403/1009868.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/403/1009868.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/724584.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/724584.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/404/1012053.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/404/1012053.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/725640.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/725640.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/298/745538.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/298/745538.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/726704.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/726704.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/726703.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/726703.jpg'}	1	1.1%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/726702.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/726702.jpg'}	1	1.1%
Other values (14)	14	15.2%
(Missing)	68	73.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
medium	24	25.0%
original	24	25.0%
https://static.tvmaze.com/uploads/images/medium_landscape/290/725620.jpg	1	1.0%
https://static.tvmaze.com/uploads/images/medium_landscape/290/726698.jpg	1	1.0%
https://static.tvmaze.com/uploads/images/original_untouched/290/726698.jpg	1	1.0%
https://static.tvmaze.com/uploads/images/medium_landscape/290/726697.jpg	1	1.0%
https://static.tvmaze.com/uploads/images/original_untouched/290/726697.jpg	1	1.0%
https://static.tvmaze.com/uploads/images/medium_landscape/290/726696.jpg	1	1.0%
https://static.tvmaze.com/uploads/images/original_untouched/290/726696.jpg	1	1.0%
https://static.tvmaze.com/uploads/images/medium_landscape/290/726695.jpg	1	1.0%
Other values (40)	40	41.7%

Most occurring characters

Value	Count	Frequency (%)
/	336	7.9%
a	288	6.8%
t	264	6.2%
m	240	5.7%
i	240	5.7%
s	216	5.1%
e	192	4.5%
'	192	4.5%
o	168	4.0%
p	168	4.0%
Other values (28)	1924	45.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2832	67.0%
Other Punctuation	792	18.7%
Decimal Number	436	10.3%
Space Separator	72	1.7%
Connector Punctuation	48	1.1%
Open Punctuation	24	0.6%
Close Punctuation	24	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	288	10.2%
t	264	9.3%
m	240	8.5%
i	240	8.5%
s	216	7.6%
e	192	6.8%
o	168	5.9%
p	168	5.9%
g	144	5.1%
c	144	5.1%
Other values (9)	768	27.1%

Decimal Number

Value	Count	Frequency (%)
2	96	22.0%
7	62	14.2%
0	60	13.8%
9	60	13.8%
6	52	11.9%
8	26	6.0%
4	24	5.5%
5	22	5.0%
1	18	4.1%
3	16	3.7%

Other Punctuation

Value	Count	Frequency (%)
/	336	42.4%
'	192	24.2%
.	144	18.2%
:	96	12.1%
,	24	3.0%

Space Separator

Value	Count	Frequency (%)
	72	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	48	100.0%

Open Punctuation

Value	Count	Frequency (%)
{	24	100.0%

Close Punctuation

Value	Count	Frequency (%)
}	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2832	67.0%
Common	1396	33.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	336	24.1%
'	192	13.8%
.	144	10.3%
:	96	6.9%
2	96	6.9%
	72	5.2%
7	62	4.4%
0	60	4.3%
9	60	4.3%
6	52	3.7%
Other values (9)	226	16.2%

Latin

Value	Count	Frequency (%)
a	288	10.2%
t	264	9.3%
m	240	8.5%
i	240	8.5%
s	216	7.6%
e	192	6.8%
o	168	5.9%
p	168	5.9%
g	144	5.1%
c	144	5.1%
Other values (9)	768	27.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4228	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	336	7.9%
a	288	6.8%
t	264	6.2%
m	240	5.7%
i	240	5.7%
s	216	5.1%
e	192	4.5%
'	192	4.5%
o	168	4.0%
p	168	4.0%
Other values (28)	1924	45.5%

summary
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

nan	79
<p>This Christmas, Mike and the team return a milestone favor to Ashlee Smith, a young woman from Reno, Nevada who has been providing toys and hope to children affected by disasters since she was 8 years old.</p>	1
<p>Krist and Singto go on an excursion by air and sea as they ride a helicopter and a speedboat in this special episode. </p>	1
<p>DAY 4, Part One. Jennifer believes that her spell on Vee has backfired - she resorts to more serious ways to get what she wants. Meanwhile, Jay follows his own agenda, and Sister hears two confessions.</p>	1
<p>As a convalescing Mr. Roderick gives Father Severick orders to find the missing boy Sean, Ryan has left a voicemail for his brother Connor saying he's in trouble. Meanwhile, Ryan's girlfriend Susan follows her own path to find him but instead comes face to face with a very different Father Severick.</p>	1
Other values (9)	9

Length

Max length	804
Median length	3
Mean length	32.65217391
Min length	3

Characters and Unicode

Total characters	3004
Distinct characters	61
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	14.1%

Sample

1st row	nan
2nd row	nan
3rd row	nan
4th row	nan
5th row	nan

Common Values

Value	Count	Frequency (%)
nan	79	85.9%
<p>This Christmas, Mike and the team return a milestone favor to Ashlee Smith, a young woman from Reno, Nevada who has been providing toys and hope to children affected by disasters since she was 8 years old.</p>	1	1.1%
<p>Krist and Singto go on an excursion by air and sea as they ride a helicopter and a speedboat in this special episode. </p>	1	1.1%
<p>DAY 4, Part One. Jennifer believes that her spell on Vee has backfired - she resorts to more serious ways to get what she wants. Meanwhile, Jay follows his own agenda, and Sister hears two confessions.</p>	1	1.1%
<p>As a convalescing Mr. Roderick gives Father Severick orders to find the missing boy Sean, Ryan has left a voicemail for his brother Connor saying he's in trouble. Meanwhile, Ryan's girlfriend Susan follows her own path to find him but instead comes face to face with a very different Father Severick.</p>	1	1.1%
<p>The loneliness of the season is taking a toll on both James and Dale. And they decide to do something about it. After all, nobody wants to be alone on Christmas.</p>	1	1.1%
<p>Just as Kiki is getting ready to give Makoto her answer, Takumi suddenly appears and confesses he loves her. With Christmas fast approaching, the four friends—Kiki, Makoto, Takumi, and Riho—are still in a tangle of mixed-up emotions. Where will it all lead?</p>	1	1.1%
<p>Diew's family moves to America, leaving him to make the transition to his college dorm all on his own where he meets some unique friends. </p>	1	1.1%
<p>'Ryo', who broke up with 'Chahan', 'Yuki Ehana,' 'Shiori Kato,' and 'Hitoko Murakami,' visits the ramen shop 'Satsumakko' for the first time in a while. So he hears from 'Murakami Tadashi' and 'Murakami Yoshie' that 'Chahhan' is out of order recently.<br />Ryo heads to the lesson studio for 'Chahhan'. Three people are surprised at the sudden visit of Ryo. Ryo enthusiastically scolds Yuki, Shiori, and Hitoko. Yuki is touched by Ryo's thoughts, and Shiori and Hitoko. Yuki goes to see the boy Ryo and she promises that she will definitely show success with 'pray'.<br />Three people who are making good progress toward their debut. Meanwhile, the color of the sky is changing more and more. The day when Ryo returns to the future is steadily approaching. 'Chahhan' invites Ryo to a one-man live.</p>	1	1.1%
<p>Winnipeg Police find a victim who died in a stupid accident with no sign of violence.</p>	1	1.1%
Other values (4)	4	4.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nan	79	14.4%
and	19	3.5%
the	18	3.3%
to	18	3.3%
a	15	2.7%
of	8	1.5%
is	7	1.3%
she	6	1.1%
in	6	1.1%
ryo	6	1.1%
Other values (281)	365	66.7%

Most occurring characters

Value	Count	Frequency (%)
	454	15.1%
n	293	9.8%
a	260	8.7%
e	236	7.9%
i	175	5.8%
o	166	5.5%
s	156	5.2%
t	150	5.0%
h	125	4.2%
r	117	3.9%
Other values (51)	872	29.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2279	75.9%
Space Separator	456	15.2%
Other Punctuation	104	3.5%
Uppercase Letter	102	3.4%
Math Symbol	56	1.9%
Dash Punctuation	5	0.2%
Decimal Number	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	293	12.9%
a	260	11.4%
e	236	10.4%
i	175	7.7%
o	166	7.3%
s	156	6.8%
t	150	6.6%
h	125	5.5%
r	117	5.1%
l	80	3.5%
Other values (16)	521	22.9%

Uppercase Letter

Value	Count	Frequency (%)
R	16	15.7%
S	14	13.7%
M	12	11.8%
T	9	8.8%
C	9	8.8%
Y	6	5.9%
A	6	5.9%
K	4	3.9%
J	4	3.9%
W	3	2.9%
Other values (11)	19	18.6%

Other Punctuation

Value	Count	Frequency (%)
.	32	30.8%
'	28	26.9%
,	27	26.0%
/	15	14.4%
:	1	1.0%
?	1	1.0%

Space Separator

Value	Count	Frequency (%)
	454	99.6%
	2	0.4%

Math Symbol

Value	Count	Frequency (%)
<	28	50.0%
>	28	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	60.0%
—	2	40.0%

Decimal Number

Value	Count	Frequency (%)
4	1	50.0%
8	1	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2381	79.3%
Common	623	20.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	293	12.3%
a	260	10.9%
e	236	9.9%
i	175	7.3%
o	166	7.0%
s	156	6.6%
t	150	6.3%
h	125	5.2%
r	117	4.9%
l	80	3.4%
Other values (37)	623	26.2%

Common

Value	Count	Frequency (%)
	454	72.9%
.	32	5.1%
<	28	4.5%
>	28	4.5%
'	28	4.5%
,	27	4.3%
/	15	2.4%
-	3	0.5%
	2	0.3%
—	2	0.3%
Other values (4)	4	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2998	99.8%
None	4	0.1%
Punctuation	2	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	454	15.1%
n	293	9.8%
a	260	8.7%
e	236	7.9%
i	175	5.8%
o	166	5.5%
s	156	5.2%
t	150	5.0%
h	125	4.2%
r	117	3.9%
Other values (48)	866	28.9%

None

Value	Count	Frequency (%)
é	2	50.0%
	2	50.0%

Punctuation

Value	Count	Frequency (%)
—	2	100.0%

_embedded_show_id
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	58
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48047.31522

Minimum	2504
Maximum	61755
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	2504
5-th percentile	15250
Q1	48979
median	52526
Q3	52655
95-th percentile	59455.1
Maximum	61755
Range	59251
Interquartile range (IQR)	3676

Descriptive statistics

Standard deviation	12105.08082
Coefficient of variation (CV)	0.2519408371
Kurtosis	4.635590592
Mean	48047.31522
Median Absolute Deviation (MAD)	588
Skewness	-2.271788019
Sum	4420353
Variance	146532981.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52526	11	12.0%
52629	10	10.9%
52655	4	4.3%
53114	4	4.3%
52107	3	3.3%
54762	2	2.2%
15250	2	2.2%
52524	2	2.2%
52104	2	2.2%
48673	2	2.2%
Other values (48)	50	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2504	1	1.1%
6441	1	1.1%
13381	1	1.1%
13392	1	1.1%
15250	2	2.2%
17633	1	1.1%
24963	1	1.1%
28347	1	1.1%
30606	1	1.1%
32980	1	1.1%

Value	Count	Frequency (%)
61755	1	1.1%
61674	1	1.1%
61530	1	1.1%
60809	1	1.1%
60785	1	1.1%
58367	1	1.1%
57339	1	1.1%
55016	1	1.1%
55002	1	1.1%
54762	2	2.2%

_embedded_show_url
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	58
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

https://www.tvmaze.com/shows/52526/whos-your-daddy	11
https://www.tvmaze.com/shows/52629/rhyme-time-town-singalongs	10
https://www.tvmaze.com/shows/52655/the-case-solver	4
https://www.tvmaze.com/shows/53114/edgar	4
https://www.tvmaze.com/shows/52107/new-face	3
Other values (53)	60

Length

Max length	68
Median length	59
Mean length	51.63043478
Min length	40

Characters and Unicode

Total characters	4750
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	46 ?
Unique (%)	50.0%

Sample

1st row	https://www.tvmaze.com/shows/51065/stand-up-autsajd
2nd row	https://www.tvmaze.com/shows/52933/lab-s-antonom-belaevym
3rd row	https://www.tvmaze.com/shows/51336/core-sense
4th row	https://www.tvmaze.com/shows/54033/wu-shen-zhu-zai
5th row	https://www.tvmaze.com/shows/44276/7-days-of-romance

Common Values

Value	Count	Frequency (%)
https://www.tvmaze.com/shows/52526/whos-your-daddy	11	12.0%
https://www.tvmaze.com/shows/52629/rhyme-time-town-singalongs	10	10.9%
https://www.tvmaze.com/shows/52655/the-case-solver	4	4.3%
https://www.tvmaze.com/shows/53114/edgar	4	4.3%
https://www.tvmaze.com/shows/52107/new-face	3	3.3%
https://www.tvmaze.com/shows/54762/youths-in-the-breeze	2	2.2%
https://www.tvmaze.com/shows/15250/the-young-turks	2	2.2%
https://www.tvmaze.com/shows/52524/forever-love	2	2.2%
https://www.tvmaze.com/shows/52104/twisted-fate-of-love	2	2.2%
https://www.tvmaze.com/shows/48673/doomsday-awakening	2	2.2%
Other values (48)	50	54.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://www.tvmaze.com/shows/52526/whos-your-daddy	11	12.0%
https://www.tvmaze.com/shows/52629/rhyme-time-town-singalongs	10	10.9%
https://www.tvmaze.com/shows/52655/the-case-solver	4	4.3%
https://www.tvmaze.com/shows/53114/edgar	4	4.3%
https://www.tvmaze.com/shows/52107/new-face	3	3.3%
https://www.tvmaze.com/shows/52104/twisted-fate-of-love	2	2.2%
https://www.tvmaze.com/shows/52400/dream-detective	2	2.2%
https://www.tvmaze.com/shows/48673/doomsday-awakening	2	2.2%
https://www.tvmaze.com/shows/52159/to-love	2	2.2%
https://www.tvmaze.com/shows/52524/forever-love	2	2.2%
Other values (48)	50	54.3%

Most occurring characters

Value	Count	Frequency (%)
/	460	9.7%
w	407	8.6%
t	374	7.9%
s	367	7.7%
o	302	6.4%
e	253	5.3%
h	239	5.0%
m	231	4.9%
a	200	4.2%
.	184	3.9%
Other values (30)	1733	36.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3379	71.1%
Other Punctuation	736	15.5%
Decimal Number	459	9.7%
Dash Punctuation	176	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	407	12.0%
t	374	11.1%
s	367	10.9%
o	302	8.9%
e	253	7.5%
h	239	7.1%
m	231	6.8%
a	200	5.9%
v	119	3.5%
c	118	3.5%
Other values (16)	769	22.8%

Decimal Number

Value	Count	Frequency (%)
5	104	22.7%
2	92	20.0%
6	49	10.7%
4	42	9.2%
1	38	8.3%
3	36	7.8%
0	32	7.0%
7	26	5.7%
9	23	5.0%
8	17	3.7%

Other Punctuation

Value	Count	Frequency (%)
/	460	62.5%
.	184	25.0%
:	92	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	176	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3379	71.1%
Common	1371	28.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	407	12.0%
t	374	11.1%
s	367	10.9%
o	302	8.9%
e	253	7.5%
h	239	7.1%
m	231	6.8%
a	200	5.9%
v	119	3.5%
c	118	3.5%
Other values (16)	769	22.8%

Common

Value	Count	Frequency (%)
/	460	33.6%
.	184	13.4%
-	176	12.8%
5	104	7.6%
2	92	6.7%
:	92	6.7%
6	49	3.6%
4	42	3.1%
1	38	2.8%
3	36	2.6%
Other values (4)	98	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4750	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	460	9.7%
w	407	8.6%
t	374	7.9%
s	367	7.7%
o	302	6.4%
e	253	5.3%
h	239	5.0%
m	231	4.9%
a	200	4.2%
.	184	3.9%
Other values (30)	1733	36.5%

_embedded_show_name
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	58
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

Who's Your Daddy?	11
Rhyme Time Town Singalongs	10
The Case Solver	4
Edgar	4
New Face	3
Other values (53)	60

Length

Max length	33
Median length	25
Mean length	16.94565217
Min length	5

Characters and Unicode

Total characters	1559
Distinct characters	79
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	46 ?
Unique (%)	50.0%

Sample

1st row	Stand Up Аутсайд
2nd row	LAB с Антоном Беляевым
3rd row	Core Sense
4th row	Wu Shen Zhu Zai
5th row	7 Days of Romance

Common Values

Value	Count	Frequency (%)
Who's Your Daddy?	11	12.0%
Rhyme Time Town Singalongs	10	10.9%
The Case Solver	4	4.3%
Edgar	4	4.3%
New Face	3	3.3%
Youths in the Breeze	2	2.2%
The Young Turks	2	2.2%
Forever Love	2	2.2%
Twisted Fate of Love	2	2.2%
Doomsday Awakening	2	2.2%
Other values (48)	50	54.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	12	4.5%
who's	11	4.1%
daddy	11	4.1%
your	11	4.1%
rhyme	10	3.7%
time	10	3.7%
town	10	3.7%
singalongs	10	3.7%
love	7	2.6%
of	5	1.9%
Other values (134)	170	63.7%

Most occurring characters

Value	Count	Frequency (%)
	175	11.2%
e	148	9.5%
o	114	7.3%
a	88	5.6%
n	83	5.3%
i	74	4.7%
r	65	4.2%
s	63	4.0%
t	52	3.3%
h	51	3.3%
Other values (69)	646	41.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1098	70.4%
Uppercase Letter	258	16.5%
Space Separator	175	11.2%
Other Punctuation	26	1.7%
Dash Punctuation	1	0.1%
Decimal Number	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	148	13.5%
o	114	10.4%
a	88	8.0%
n	83	7.6%
i	74	6.7%
r	65	5.9%
s	63	5.7%
t	52	4.7%
h	51	4.6%
d	49	4.5%
Other values (33)	311	28.3%

Uppercase Letter

Value	Count	Frequency (%)
T	42	16.3%
S	25	9.7%
D	22	8.5%
R	17	6.6%
Y	17	6.6%
A	16	6.2%
W	16	6.2%
L	13	5.0%
F	12	4.7%
C	11	4.3%
Other values (18)	67	26.0%

Other Punctuation

Value	Count	Frequency (%)
'	11	42.3%
?	11	42.3%
.	2	7.7%
:	1	3.8%
,	1	3.8%

Space Separator

Value	Count	Frequency (%)
	175	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Decimal Number

Value	Count	Frequency (%)
7	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1319	84.6%
Common	203	13.0%
Cyrillic	37	2.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	148	11.2%
o	114	8.6%
a	88	6.7%
n	83	6.3%
i	74	5.6%
r	65	4.9%
s	63	4.8%
t	52	3.9%
h	51	3.9%
d	49	3.7%
Other values (40)	532	40.3%

Cyrillic

Value	Count	Frequency (%)
е	5	13.5%
т	4	10.8%
с	3	8.1%
в	3	8.1%
н	3	8.1%
А	2	5.4%
о	2	5.4%
м	2	5.4%
И	1	2.7%
р	1	2.7%
Other values (11)	11	29.7%

Common

Value	Count	Frequency (%)
	175	86.2%
'	11	5.4%
?	11	5.4%
.	2	1.0%
-	1	0.5%
7	1	0.5%
:	1	0.5%
,	1	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1521	97.6%
Cyrillic	37	2.4%
None	1	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	175	11.5%
e	148	9.7%
o	114	7.5%
a	88	5.8%
n	83	5.5%
i	74	4.9%
r	65	4.3%
s	63	4.1%
t	52	3.4%
h	51	3.4%
Other values (47)	608	40.0%

Cyrillic

Value	Count	Frequency (%)
е	5	13.5%
т	4	10.8%
с	3	8.1%
в	3	8.1%
н	3	8.1%
А	2	5.4%
о	2	5.4%
м	2	5.4%
И	1	2.7%
р	1	2.7%
Other values (11)	11	29.7%

None

Value	Count	Frequency (%)
ø	1	100.0%

_embedded_show_type
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

Scripted	51
Animation	16
Documentary	5
Reality	5
Talk Show	5
Other values (3)	10

Length

Max length	11
Median length	8
Mean length	8.076086957
Min length	4

Characters and Unicode

Total characters	743
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Variety
2nd row	Documentary
3rd row	Animation
4th row	Animation
5th row	Scripted

Common Values

Value	Count	Frequency (%)
Scripted	51	55.4%
Animation	16	17.4%
Documentary	5	5.4%
Reality	5	5.4%
Talk Show	5	5.4%
Sports	5	5.4%
News	3	3.3%
Variety	2	2.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
scripted	51	52.6%
animation	16	16.5%
documentary	5	5.2%
reality	5	5.2%
talk	5	5.2%
show	5	5.2%
sports	5	5.2%
news	3	3.1%
variety	2	2.1%

Most occurring characters

Value	Count	Frequency (%)
i	90	12.1%
t	84	11.3%
e	66	8.9%
r	63	8.5%
S	61	8.2%
c	56	7.5%
p	56	7.5%
d	51	6.9%
n	37	5.0%
a	33	4.4%
Other values (16)	146	19.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	641	86.3%
Uppercase Letter	97	13.1%
Space Separator	5	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	90	14.0%
t	84	13.1%
e	66	10.3%
r	63	9.8%
c	56	8.7%
p	56	8.7%
d	51	8.0%
n	37	5.8%
a	33	5.1%
o	31	4.8%
Other values (8)	74	11.5%

Uppercase Letter

Value	Count	Frequency (%)
S	61	62.9%
A	16	16.5%
D	5	5.2%
T	5	5.2%
R	5	5.2%
N	3	3.1%
V	2	2.1%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	738	99.3%
Common	5	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	90	12.2%
t	84	11.4%
e	66	8.9%
r	63	8.5%
S	61	8.3%
c	56	7.6%
p	56	7.6%
d	51	6.9%
n	37	5.0%
a	33	4.5%
Other values (15)	141	19.1%

Common

Value	Count	Frequency (%)
	5	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	743	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	90	12.1%
t	84	11.3%
e	66	8.9%
r	63	8.5%
S	61	8.2%
c	56	7.5%
p	56	7.5%
d	51	6.9%
n	37	5.0%
a	33	4.4%
Other values (16)	146	19.7%

_embedded_show_language
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	15
Distinct (%)	16.3%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

English	29
Chinese	23
Hindi	11
Japanese	5
Korean	4
Other values (10)	20

Length

Max length	9
Median length	7
Mean length	6.673913043
Min length	3

Characters and Unicode

Total characters	614
Distinct characters	30
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	5.4%

Sample

1st row	Russian
2nd row	Russian
3rd row	Chinese
4th row	Chinese
5th row	Korean

Common Values

Value	Count	Frequency (%)
English	29	31.5%
Chinese	23	25.0%
Hindi	11	12.0%
Japanese	5	5.4%
Korean	4	4.3%
Norwegian	4	4.3%
French	4	4.3%
Russian	3	3.3%
Thai	2	2.2%
Tagalog	2	2.2%
Other values (5)	5	5.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
english	29	31.5%
chinese	23	25.0%
hindi	11	12.0%
japanese	5	5.4%
korean	4	4.3%
norwegian	4	4.3%
french	4	4.3%
russian	3	3.3%
thai	2	2.2%
tagalog	2	2.2%
Other values (5)	5	5.4%

Most occurring characters

Value	Count	Frequency (%)
n	87	14.2%
i	86	14.0%
e	69	11.2%
s	65	10.6%
h	60	9.8%
g	37	6.0%
l	31	5.0%
a	31	5.0%
E	29	4.7%
C	23	3.7%
Other values (20)	96	15.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	523	85.2%
Uppercase Letter	91	14.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	87	16.6%
i	86	16.4%
e	69	13.2%
s	65	12.4%
h	60	11.5%
g	37	7.1%
l	31	5.9%
a	31	5.9%
r	14	2.7%
d	11	2.1%
Other values (7)	32	6.1%

Uppercase Letter

Value	Count	Frequency (%)
E	29	31.9%
C	23	25.3%
H	11	12.1%
J	5	5.5%
K	4	4.4%
N	4	4.4%
F	4	4.4%
T	4	4.4%
R	3	3.3%
P	1	1.1%
Other values (3)	3	3.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	614	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	87	14.2%
i	86	14.0%
e	69	11.2%
s	65	10.6%
h	60	9.8%
g	37	6.0%
l	31	5.0%
a	31	5.0%
E	29	4.7%
C	23	3.7%
Other values (20)	96	15.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	614	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	87	14.2%
i	86	14.0%
e	69	11.2%
s	65	10.6%
h	60	9.8%
g	37	6.0%
l	31	5.0%
a	31	5.0%
E	29	4.7%
C	23	3.7%
Other values (20)	96	15.6%

_embedded_show_genres
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	30
Distinct (%)	32.6%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

[]	19
['Drama', 'Comedy', 'Adult']	11
['Children', 'Music']	10
['Drama', 'Romance']	8
['Comedy', 'Crime', 'Mystery']	4
Other values (25)	40

Length

Max length	45
Median length	36
Mean length	19.15217391
Min length	2

Characters and Unicode

Total characters	1762
Distinct characters	33
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	17.4%

Sample

1st row	[]
2nd row	['Music']
3rd row	['Action', 'Anime', 'Science-Fiction']
4th row	['Action', 'Adventure', 'Anime', 'Fantasy']
5th row	['Drama', 'Romance']

Common Values

Value	Count	Frequency (%)
[]	19	20.7%
['Drama', 'Comedy', 'Adult']	11	12.0%
['Children', 'Music']	10	10.9%
['Drama', 'Romance']	8	8.7%
['Comedy', 'Crime', 'Mystery']	4	4.3%
['Crime']	4	4.3%
['Comedy']	4	4.3%
['Action', 'Crime', 'Thriller']	3	3.3%
['Drama', 'Romance', 'History']	3	3.3%
['Drama', 'Fantasy']	2	2.2%
Other values (20)	24	26.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
drama	32	17.0%
comedy	22	11.7%
	19	10.1%
romance	15	8.0%
crime	13	6.9%
music	12	6.4%
adult	11	5.9%
children	11	5.9%
mystery	8	4.3%
action	7	3.7%
Other values (12)	38	20.2%

Most occurring characters

Value	Count	Frequency (%)
'	338	19.2%
a	100	5.7%
e	97	5.5%
	96	5.4%
,	96	5.4%
[	92	5.2%
r	92	5.2%
]	92	5.2%
m	89	5.1%
i	71	4.0%
Other values (23)	599	34.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	871	49.4%
Other Punctuation	434	24.6%
Uppercase Letter	173	9.8%
Space Separator	96	5.4%
Open Punctuation	92	5.2%
Close Punctuation	92	5.2%
Dash Punctuation	4	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	100	11.5%
e	97	11.1%
r	92	10.6%
m	89	10.2%
i	71	8.2%
o	59	6.8%
n	57	6.5%
d	49	5.6%
y	48	5.5%
c	46	5.3%
Other values (7)	163	18.7%

Uppercase Letter

Value	Count	Frequency (%)
C	46	26.6%
D	32	18.5%
A	26	15.0%
M	20	11.6%
R	15	8.7%
F	14	8.1%
T	8	4.6%
S	6	3.5%
H	4	2.3%
W	2	1.2%

Other Punctuation

Value	Count	Frequency (%)
'	338	77.9%
,	96	22.1%

Space Separator

Value	Count	Frequency (%)
	96	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	92	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	92	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1044	59.3%
Common	718	40.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	100	9.6%
e	97	9.3%
r	92	8.8%
m	89	8.5%
i	71	6.8%
o	59	5.7%
n	57	5.5%
d	49	4.7%
y	48	4.6%
C	46	4.4%
Other values (17)	336	32.2%

Common

Value	Count	Frequency (%)
'	338	47.1%
	96	13.4%
,	96	13.4%
[	92	12.8%
]	92	12.8%
-	4	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1762	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	338	19.2%
a	100	5.7%
e	97	5.5%
	96	5.4%
,	96	5.4%
[	92	5.2%
r	92	5.2%
]	92	5.2%
m	89	5.1%
i	71	4.0%
Other values (23)	599	34.0%

_embedded_show_status
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

Running	54
Ended	24
To Be Determined	14

Length

Max length	16
Median length	7
Mean length	7.847826087
Min length	5

Characters and Unicode

Total characters	722
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ended
2nd row	Running
3rd row	Running
4th row	Running
5th row	Ended

Common Values

Value	Count	Frequency (%)
Running	54	58.7%
Ended	24	26.1%
To Be Determined	14	15.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
running	54	45.0%
ended	24	20.0%
to	14	11.7%
be	14	11.7%
determined	14	11.7%

Most occurring characters

Value	Count	Frequency (%)
n	200	27.7%
e	80	11.1%
i	68	9.4%
d	62	8.6%
R	54	7.5%
u	54	7.5%
g	54	7.5%
	28	3.9%
E	24	3.3%
T	14	1.9%
Other values (6)	84	11.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	574	79.5%
Uppercase Letter	120	16.6%
Space Separator	28	3.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	200	34.8%
e	80	13.9%
i	68	11.8%
d	62	10.8%
u	54	9.4%
g	54	9.4%
o	14	2.4%
t	14	2.4%
r	14	2.4%
m	14	2.4%

Uppercase Letter

Value	Count	Frequency (%)
R	54	45.0%
E	24	20.0%
T	14	11.7%
B	14	11.7%
D	14	11.7%

Space Separator

Value	Count	Frequency (%)
	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	694	96.1%
Common	28	3.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	200	28.8%
e	80	11.5%
i	68	9.8%
d	62	8.9%
R	54	7.8%
u	54	7.8%
g	54	7.8%
E	24	3.5%
T	14	2.0%
o	14	2.0%
Other values (5)	70	10.1%

Common

Value	Count	Frequency (%)
	28	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	722	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	200	27.7%
e	80	11.1%
i	68	9.4%
d	62	8.6%
R	54	7.5%
u	54	7.5%
g	54	7.5%
	28	3.9%
E	24	3.3%
T	14	1.9%
Other values (6)	84	11.6%

_embedded_show_runtime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	22
Distinct (%)	28.6%
Missing	15
Missing (%)	16.3%
Infinite	0
Infinite (%)	0.0%
Mean	31.1038961

Minimum	1
Maximum	120
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	1
5-th percentile	7
Q1	13
median	23
Q3	45
95-th percentile	96
Maximum	120
Range	119
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	26.6717791
Coefficient of variation (CV)	0.8575060504
Kurtosis	4.752958409
Mean	31.1038961
Median Absolute Deviation (MAD)	10
Skewness	2.162782574
Sum	2395
Variance	711.3838004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
20	14	15.2%
45	14	15.2%
13	10	10.9%
30	6	6.5%
27	5	5.4%
15	4	4.3%
120	4	4.3%
25	3	3.3%
7	2	2.2%
10	2	2.2%
Other values (12)	13	14.1%
(Missing)	15	16.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.1%
4	1	1.1%
5	1	1.1%
7	2	2.2%
8	1	1.1%
10	2	2.2%
11	1	1.1%
12	1	1.1%
13	10	10.9%
15	4	4.3%

Value	Count	Frequency (%)
120	4	4.3%
90	2	2.2%
57	1	1.1%
45	14	15.2%
40	1	1.1%
30	6	6.5%
27	5	5.4%
26	1	1.1%
25	3	3.3%
24	1	1.1%

_embedded_show_averageRuntime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	31
Distinct (%)	34.4%
Missing	2
Missing (%)	2.2%
Infinite	0
Infinite (%)	0.0%
Mean	29.15555556

Minimum	1
Maximum	120
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	1
5-th percentile	7
Q1	13
median	20.5
Q3	42
95-th percentile	90
Maximum	120
Range	119
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	24.61885233
Coefficient of variation (CV)	0.844396612
Kurtosis	5.372049736
Mean	29.15555556
Median Absolute Deviation (MAD)	7.5
Skewness	2.214811141
Sum	2624
Variance	606.0878901
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
45	13	14.1%
19	11	12.0%
13	10	10.9%
27	5	5.4%
42	4	4.3%
15	4	4.3%
12	4	4.3%
120	3	3.3%
25	3	3.3%
30	3	3.3%
Other values (21)	30	32.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.1%
4	1	1.1%
5	1	1.1%
6	1	1.1%
7	2	2.2%
8	1	1.1%
9	1	1.1%
10	2	2.2%
11	2	2.2%
12	4	4.3%

Value	Count	Frequency (%)
120	3	3.3%
97	1	1.1%
90	2	2.2%
59	1	1.1%
45	13	14.1%
42	4	4.3%
38	1	1.1%
30	3	3.3%
28	3	3.3%
27	5	5.4%

_embedded_show_premiered
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	45
Distinct (%)	48.9%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

2020-12-22	12
2020-04-02	11
2020-12-21	6
2020-11-24	4
2020-08-05	4
Other values (40)	55

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	920
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	30.4%

Sample

1st row	2020-10-13
2nd row	2019-12-17
3rd row	2020-10-13
4th row	2020-03-08
5th row	2019-10-08

Common Values

Value	Count	Frequency (%)
2020-12-22	12	13.0%
2020-04-02	11	12.0%
2020-12-21	6	6.5%
2020-11-24	4	4.3%
2020-08-05	4	4.3%
2020-12-08	3	3.3%
2020-10-20	3	3.3%
2020-12-01	3	3.3%
2020-11-23	2	2.2%
2020-11-19	2	2.2%
Other values (35)	42	45.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-12-22	12	13.0%
2020-04-02	11	12.0%
2020-12-21	6	6.5%
2020-11-24	4	4.3%
2020-08-05	4	4.3%
2020-12-08	3	3.3%
2020-10-20	3	3.3%
2020-12-01	3	3.3%
2020-11-30	2	2.2%
2019-10-08	2	2.2%
Other values (35)	42	45.7%

Most occurring characters

Value	Count	Frequency (%)
2	256	27.8%
0	242	26.3%
-	184	20.0%
1	128	13.9%
4	26	2.8%
9	24	2.6%
8	21	2.3%
3	16	1.7%
5	14	1.5%
7	8	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	736	80.0%
Dash Punctuation	184	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	256	34.8%
0	242	32.9%
1	128	17.4%
4	26	3.5%
9	24	3.3%
8	21	2.9%
3	16	2.2%
5	14	1.9%
7	8	1.1%
6	1	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	920	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	256	27.8%
0	242	26.3%
-	184	20.0%
1	128	13.9%
4	26	2.8%
9	24	2.6%
8	21	2.3%
3	16	1.7%
5	14	1.5%
7	8	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	920	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	256	27.8%
0	242	26.3%
-	184	20.0%
1	128	13.9%
4	26	2.8%
9	24	2.6%
8	21	2.3%
3	16	1.7%
5	14	1.5%
7	8	0.9%

_embedded_show_ended
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

nan	68
2020-12-22	5
2021-01-05	5
2020-12-31	2
2020-12-30	2
Other values (9)	10

Length

Max length	10
Median length	3
Mean length	4.826086957
Min length	3

Characters and Unicode

Total characters	444
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	8.7%

Sample

1st row	2020-12-31
2nd row	nan
3rd row	nan
4th row	nan
5th row	2021-01-20

Common Values

Value	Count	Frequency (%)
nan	68	73.9%
2020-12-22	5	5.4%
2021-01-05	5	5.4%
2020-12-31	2	2.2%
2020-12-30	2	2.2%
2020-12-23	2	2.2%
2021-01-20	1	1.1%
2021-01-06	1	1.1%
2020-12-24	1	1.1%
2021-02-16	1	1.1%
Other values (4)	4	4.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nan	68	73.9%
2020-12-22	5	5.4%
2021-01-05	5	5.4%
2020-12-31	2	2.2%
2020-12-30	2	2.2%
2020-12-23	2	2.2%
2021-01-20	1	1.1%
2021-01-06	1	1.1%
2020-12-24	1	1.1%
2021-02-16	1	1.1%
Other values (4)	4	4.3%

Most occurring characters

Value	Count	Frequency (%)
n	136	30.6%
2	80	18.0%
a	68	15.3%
0	59	13.3%
-	48	10.8%
1	34	7.7%
3	7	1.6%
5	6	1.4%
6	3	0.7%
9	2	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	204	45.9%
Decimal Number	192	43.2%
Dash Punctuation	48	10.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	80	41.7%
0	59	30.7%
1	34	17.7%
3	7	3.6%
5	6	3.1%
6	3	1.6%
9	2	1.0%
4	1	0.5%

Lowercase Letter

Value	Count	Frequency (%)
n	136	66.7%
a	68	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	48	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	240	54.1%
Latin	204	45.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	80	33.3%
0	59	24.6%
-	48	20.0%
1	34	14.2%
3	7	2.9%
5	6	2.5%
6	3	1.2%
9	2	0.8%
4	1	0.4%

Latin

Value	Count	Frequency (%)
n	136	66.7%
a	68	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	444	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	136	30.6%
2	80	18.0%
a	68	15.3%
0	59	13.3%
-	48	10.8%
1	34	7.7%
3	7	1.6%
5	6	1.4%
6	3	0.7%
9	2	0.5%

_embedded_show_officialSite
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	52
Distinct (%)	56.5%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

https://www.altbalaji.com/show/whos-your-daddy/333	11
https://www.netflix.com/title/81221345	10
nan	7
https://www.crave.ca/en/tv-shows/edgar	4
https://www.iqiyi.com/a_c4m3iuc94t.html	4
Other values (47)	56

Length

Max length	105
Median length	74
Mean length	44.60869565
Min length	3

Characters and Unicode

Total characters	4104
Distinct characters	73
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	39 ?
Unique (%)	42.4%

Sample

1st row	https://premier.one/show/13734
2nd row	https://hd.kinopoisk.ru/film/41a971dd517a30f9b86d20def219c326
3rd row	https://www.bilibili.com/bangumi/media/md28223064
4th row	https://v.qq.com/detail/m/7q544xyrava3vxf.html
5th row	nan

Common Values

Value	Count	Frequency (%)
https://www.altbalaji.com/show/whos-your-daddy/333	11	12.0%
https://www.netflix.com/title/81221345	10	10.9%
nan	7	7.6%
https://www.crave.ca/en/tv-shows/edgar	4	4.3%
https://www.iqiyi.com/a_c4m3iuc94t.html	4	4.3%
https://v.qq.com/detail/m/mzc00200tu76tos.html	3	3.3%
https://v.qq.com/detail/j/jaqpncskrgv28oo.html	2	2.2%
https://v.youku.com/v_show/id_XNDk4OTUxMzg1Mg==.html?spm=a2hbt.13141534.0.13141534&s=6eefbfbd4befbfbd32ef	2	2.2%
https://v.qq.com/detail/m/mzc00200ur8p8zp.html	2	2.2%
https://v.qq.com/detail/m/mzc00200dnvb1wh.html	2	2.2%
Other values (42)	45	48.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://www.altbalaji.com/show/whos-your-daddy/333	11	12.0%
https://www.netflix.com/title/81221345	10	10.9%
nan	7	7.6%
https://www.crave.ca/en/tv-shows/edgar	4	4.3%
https://www.iqiyi.com/a_c4m3iuc94t.html	4	4.3%
https://v.qq.com/detail/m/mzc00200tu76tos.html	3	3.3%
https://v.qq.com/detail/m/mzc00200dnvb1wh.html	2	2.2%
https://www.tytnetwork.com	2	2.2%
https://v.qq.com/x/search/?q=+%e4%bb%8a%e5%a4%95%e4%bd%95%e5%a4%95&stag=0&smartbox_ab	2	2.2%
https://so.youku.com/search_video/q_%20%e6%9c%80%e5%88%9d%e7%9a%84%e7%9b%b8%e9%81%87?searchfrom=1	2	2.2%
Other values (42)	45	48.9%

Most occurring characters

Value	Count	Frequency (%)
/	358	8.7%
t	335	8.2%
w	208	5.1%
s	190	4.6%
.	190	4.6%
o	188	4.6%
h	162	3.9%
a	153	3.7%
e	145	3.5%
m	127	3.1%
Other values (63)	2048	49.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2669	65.0%
Other Punctuation	711	17.3%
Decimal Number	449	10.9%
Uppercase Letter	181	4.4%
Dash Punctuation	51	1.2%
Math Symbol	25	0.6%
Connector Punctuation	18	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	335	12.6%
w	208	7.8%
s	190	7.1%
o	188	7.0%
h	162	6.1%
a	153	5.7%
e	145	5.4%
m	127	4.8%
c	124	4.6%
i	123	4.6%
Other values (16)	914	34.2%

Uppercase Letter

Value	Count	Frequency (%)
E	24	13.3%
B	13	7.2%
A	13	7.2%
T	10	5.5%
C	10	5.5%
P	9	5.0%
J	9	5.0%
D	9	5.0%
F	9	5.0%
W	8	4.4%
Other values (15)	67	37.0%

Decimal Number

Value	Count	Frequency (%)
3	72	16.0%
1	62	13.8%
2	56	12.5%
4	54	12.0%
0	48	10.7%
8	44	9.8%
5	37	8.2%
9	31	6.9%
7	23	5.1%
6	22	4.9%

Other Punctuation

Value	Count	Frequency (%)
/	358	50.4%
.	190	26.7%
:	85	12.0%
%	57	8.0%
?	12	1.7%
&	7	1.0%
#	1	0.1%
!	1	0.1%

Math Symbol

Value	Count	Frequency (%)
=	23	92.0%
+	2	8.0%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2850	69.4%
Common	1254	30.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	335	11.8%
w	208	7.3%
s	190	6.7%
o	188	6.6%
h	162	5.7%
a	153	5.4%
e	145	5.1%
m	127	4.5%
c	124	4.4%
i	123	4.3%
Other values (41)	1095	38.4%

Common

Value	Count	Frequency (%)
/	358	28.5%
.	190	15.2%
:	85	6.8%
3	72	5.7%
1	62	4.9%
%	57	4.5%
2	56	4.5%
4	54	4.3%
-	51	4.1%
0	48	3.8%
Other values (12)	221	17.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4104	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	358	8.7%
t	335	8.2%
w	208	5.1%
s	190	4.6%
.	190	4.6%
o	188	4.6%
h	162	3.9%
a	153	3.7%
e	145	3.5%
m	127	3.1%
Other values (63)	2048	49.9%

_embedded_show_weight
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	40
Distinct (%)	43.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.22826087

Minimum	0
Maximum	91
Zeros	1
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	0
5-th percentile	3
Q1	15
median	25
Q3	34
95-th percentile	76.45
Maximum	91
Range	91
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	20.83008352
Coefficient of variation (CV)	0.6890930182
Kurtosis	0.8400052912
Mean	30.22826087
Median Absolute Deviation (MAD)	10
Skewness	1.16418265
Sum	2781
Variance	433.8923794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
15	14	15.2%
25	13	14.1%
28	6	6.5%
18	5	5.4%
3	4	4.3%
34	4	4.3%
30	4	4.3%
27	3	3.3%
29	3	3.3%
32	2	2.2%
Other values (30)	34	37.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.1%
1	1	1.1%
2	1	1.1%
3	4	4.3%
6	2	2.2%
10	1	1.1%
13	1	1.1%
14	1	1.1%
15	14	15.2%
18	5	5.4%

Value	Count	Frequency (%)
91	1	1.1%
85	1	1.1%
82	1	1.1%
79	1	1.1%
77	1	1.1%
76	1	1.1%
72	1	1.1%
67	1	1.1%
66	1	1.1%
64	2	2.2%

_embedded_show_dvdCountry
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

nan	91
{'name': 'Japan', 'code': 'JP', 'timezone': 'Asia/Tokyo'}	1

Length

Max length	57
Median length	3
Mean length	3.586956522
Min length	3

Characters and Unicode

Total characters	330
Distinct characters	25
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.1%

Sample

1st row	nan
2nd row	nan
3rd row	nan
4th row	nan
5th row	nan

Common Values

Value	Count	Frequency (%)
nan	91	98.9%
{'name': 'Japan', 'code': 'JP', 'timezone': 'Asia/Tokyo'}	1	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nan	91	93.8%
name	1	1.0%
japan	1	1.0%
code	1	1.0%
jp	1	1.0%
timezone	1	1.0%
asia/tokyo	1	1.0%

Most occurring characters

Value	Count	Frequency (%)
n	185	56.1%
a	95	28.8%
'	12	3.6%
	5	1.5%
e	4	1.2%
o	4	1.2%
:	3	0.9%
J	2	0.6%
,	2	0.6%
m	2	0.6%
Other values (15)	16	4.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	300	90.9%
Other Punctuation	18	5.5%
Space Separator	5	1.5%
Uppercase Letter	5	1.5%
Open Punctuation	1	0.3%
Close Punctuation	1	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	185	61.7%
a	95	31.7%
e	4	1.3%
o	4	1.3%
m	2	0.7%
i	2	0.7%
y	1	0.3%
k	1	0.3%
s	1	0.3%
t	1	0.3%
Other values (4)	4	1.3%

Other Punctuation

Value	Count	Frequency (%)
'	12	66.7%
:	3	16.7%
,	2	11.1%
/	1	5.6%

Uppercase Letter

Value	Count	Frequency (%)
J	2	40.0%
A	1	20.0%
T	1	20.0%
P	1	20.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Open Punctuation

Value	Count	Frequency (%)
{	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
}	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	305	92.4%
Common	25	7.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	185	60.7%
a	95	31.1%
e	4	1.3%
o	4	1.3%
J	2	0.7%
m	2	0.7%
i	2	0.7%
A	1	0.3%
y	1	0.3%
k	1	0.3%
Other values (8)	8	2.6%

Common

Value	Count	Frequency (%)
'	12	48.0%
	5	20.0%
:	3	12.0%
,	2	8.0%
/	1	4.0%
{	1	4.0%
}	1	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	330	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	185	56.1%
a	95	28.8%
'	12	3.6%
	5	1.5%
e	4	1.2%
o	4	1.2%
:	3	0.9%
J	2	0.6%
,	2	0.6%
m	2	0.6%
Other values (15)	16	4.8%

_embedded_show_summary
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	53
Distinct (%)	57.6%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

<p>Don't teach your daddy how to make babies! Especially if your dad is Prem or Soggy, the daddy of all daddies in the daddy history! Who's Your Daddy is the tale of Prem, Soggy and Tidda, who'll tickle your funny bones as they go down their memory lanes laced with ‘blue-films' and hilarious sexual encounters to uncover who's the Daddy of Soggy's son!</p>	11
<p>Love snackable, snap-worthy songs? Sing along with the Rhyme Time Town friends as they use their imaginations and flex their problem-solving skills!</p>	10
nan	7
<p>The play is set in the turbulent period of the Republic of China in Shanghai. In a turbulent era, the forensic doctor Che Suwei and the gentleman detective Gu Yuan are intertwined with various forces. "Deputy Inspector Kang Yichen, and the innocent and lively reporter Cao Qingluo worked together to crack out a number of weird and curious cases, and restore the truth.</p>	4
<p>Although Edgar Aquin can go unnoticed by his appearance, he is a formidable investigator, with an extraordinary sense of observation. With his unconventional methods, sharp instincts and unique logic, he will succeed in proving the guilt of the suspects every time!</p>	4
Other values (48)	56

Length

Max length	913
Median length	541
Mean length	291.2173913
Min length	3

Characters and Unicode

Total characters	26792
Distinct characters	83
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	41 ?
Unique (%)	44.6%

Sample

1st row	<p>Solo performances of stand-up comedians from the underground and popular TV and Internet projects. Each new release is a new concert with its own atmosphere and humor.</p>
2nd row	<p>Russian music artists reveal themselves from unexpected sides in the Anton Belyaev's show.</p>
3rd row	<p>The power of beginnings, the energy of the core stone; one may find it good, one may find it evil. During a normal investigation, Yue Juntian finds himself drawn into the battle between the 'beginnings' of Yun City; Jiang Xin arrives in Yun City to stop Li Zunyuan's plan to take over. The two influence each other - one solves the mystery of their birth, the other redeems themselves. Together, they oppose Li Zunyuan.<br /> </p>
4th row	<p>The protagonist Qin Chen, who was originally the top genius in the military domain, was conspired by the people to fall into the death canyon in the forbidden land of the mainland. Qin Chen, who was inevitably dead, unexpectedly triggered the power of the mysterious ancient sword.<br /><br />Three hundred years later, in a remote part of the Tianwu mainland, a boy of the same name accidentally inherited Qin Chen's will. As the beloved grandson of King Dingwu of the Daqi National Army, due to the birth father's birth, the mother and son were treated coldly in Dingwu's palace and lived together. In order to rewrite the myth of the strong man in hope of the sun, and to protect everything he loves, Qin Chen resolutely took up the responsibility of maintaining the five kingdoms of the world and set foot on the road of martial arts again.</p>
5th row	<p>Da Eun works part-time and Kim Byul is an idol in her 5th years since debut. These two girls who look alike decide to change each other's lives just for 7 days. It tells the romantic encounters of these 2 girls.</p>

Common Values

Value	Count	Frequency (%)
<p>Don't teach your daddy how to make babies! Especially if your dad is Prem or Soggy, the daddy of all daddies in the daddy history! Who's Your Daddy is the tale of Prem, Soggy and Tidda, who'll tickle your funny bones as they go down their memory lanes laced with ‘blue-films' and hilarious sexual encounters to uncover who's the Daddy of Soggy's son!</p>	11	12.0%
<p>Love snackable, snap-worthy songs? Sing along with the Rhyme Time Town friends as they use their imaginations and flex their problem-solving skills!</p>	10	10.9%
nan	7	7.6%
<p>The play is set in the turbulent period of the Republic of China in Shanghai. In a turbulent era, the forensic doctor Che Suwei and the gentleman detective Gu Yuan are intertwined with various forces. "Deputy Inspector Kang Yichen, and the innocent and lively reporter Cao Qingluo worked together to crack out a number of weird and curious cases, and restore the truth.</p>	4	4.3%
<p>Although Edgar Aquin can go unnoticed by his appearance, he is a formidable investigator, with an extraordinary sense of observation. With his unconventional methods, sharp instincts and unique logic, he will succeed in proving the guilt of the suspects every time!</p>	4	4.3%
<p>Pan, a desolate plastic surgeon, lived a repetitive and boring life every day until a conspiracy happened. He woke up in an abandoned factory, and found that someone had replaced his identity with a face exactly like him. His world has been completely overturned and left in a perilous situation. Can he overcome the difficulties and peel away the truth? How would he regain his identity?</p>	3	3.3%
<p>A story that follows people whose lives are entangled due to a complicated case. While investigating a drug cartel as an undercover cop, Yan Jin falls in love with the beautiful coffee shop owner Ji Xiao'ou.</p>	2	2.2%
<p>Two unlikely individuals join forces to find the truth behind a series of murders using an unconventional method. Chen Si, a female detective with a sense of justice, unexpectedly becomess partners with Yuan Shuai, a dream interpreter with a dark past.</p>	2	2.2%
<p>The play consists of three youth stories. "He and Meow": The cat Jiang Xiao Kui and his owner Jiang Qing from the cat kingdom live a happy life. Until Jiang Qing's younger brother Jiang Xia returned home. Xia, who was allergic to cats, and Jiang Xiao Kui, who hated his younger brother, started a battle over sister's favor. "Full-time rival": Xu Tian Yi and Li Shi Lin, who had been at odds for a long time, reunited during the summer sprint training. In the process of competing against each other, their misunderstanding was resolved. Just when the two worked together to enter the team, an accident happened. "The Man in the Story": Yu Sheng, a young man, accidentally discovered that he turned out to be a character in Xu Mo's novel. After learning about the tragic ending of himself and his sister, he came to the real world to fight with the writer in an attempt to change his destiny.</p><p><br /> </p>	2	2.2%
<p>A story that follows two people's brave pursuit of love from their campus days to their humble beginnings as they enter the workplace to chase after their dreams together.</p>	2	2.2%
Other values (43)	45	48.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	279	6.3%
and	162	3.6%
of	124	2.8%
to	107	2.4%
a	99	2.2%
in	88	2.0%
with	72	1.6%
is	57	1.3%
daddy	55	1.2%
their	49	1.1%
Other values (1271)	3347	75.4%

Most occurring characters

Value	Count	Frequency (%)
	4337	16.2%
e	2436	9.1%
t	1626	6.1%
a	1593	5.9%
o	1584	5.9%
n	1518	5.7%
i	1459	5.4%
s	1268	4.7%
r	1202	4.5%
h	1059	4.0%
Other values (73)	8710	32.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20184	75.3%
Space Separator	4347	16.2%
Uppercase Letter	874	3.3%
Other Punctuation	790	2.9%
Math Symbol	482	1.8%
Dash Punctuation	67	0.3%
Decimal Number	30	0.1%
Initial Punctuation	11	< 0.1%
Open Punctuation	3	< 0.1%
Close Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2436	12.1%
t	1626	8.1%
a	1593	7.9%
o	1584	7.8%
n	1518	7.5%
i	1459	7.2%
s	1268	6.3%
r	1202	6.0%
h	1059	5.2%
d	903	4.5%
Other values (19)	5536	27.4%

Uppercase Letter

Value	Count	Frequency (%)
T	105	12.0%
S	90	10.3%
D	65	7.4%
A	54	6.2%
Y	50	5.7%
P	45	5.1%
C	44	5.0%
W	43	4.9%
R	38	4.3%
L	38	4.3%
Other values (16)	302	34.6%

Other Punctuation

Value	Count	Frequency (%)
,	254	32.2%
.	176	22.3%
/	124	15.7%
'	115	14.6%
!	59	7.5%
"	27	3.4%
?	18	2.3%
:	13	1.6%
;	3	0.4%
…	1	0.1%

Decimal Number

Value	Count	Frequency (%)
0	10	33.3%
2	7	23.3%
1	5	16.7%
3	3	10.0%
7	2	6.7%
5	2	6.7%
8	1	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	58	86.6%
—	7	10.4%
–	2	3.0%

Space Separator

Value	Count	Frequency (%)
	4337	99.8%
	10	0.2%

Math Symbol

Value	Count	Frequency (%)
<	241	50.0%
>	241	50.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	11	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21058	78.6%
Common	5734	21.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2436	11.6%
t	1626	7.7%
a	1593	7.6%
o	1584	7.5%
n	1518	7.2%
i	1459	6.9%
s	1268	6.0%
r	1202	5.7%
h	1059	5.0%
d	903	4.3%
Other values (45)	6410	30.4%

Common

Value	Count	Frequency (%)
	4337	75.6%
,	254	4.4%
<	241	4.2%
>	241	4.2%
.	176	3.1%
/	124	2.2%
'	115	2.0%
!	59	1.0%
-	58	1.0%
"	27	0.5%
Other values (18)	102	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26757	99.9%
Punctuation	21	0.1%
None	14	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4337	16.2%
e	2436	9.1%
t	1626	6.1%
a	1593	6.0%
o	1584	5.9%
n	1518	5.7%
i	1459	5.5%
s	1268	4.7%
r	1202	4.5%
h	1059	4.0%
Other values (65)	8675	32.4%

Punctuation

Value	Count	Frequency (%)
‘	11	52.4%
—	7	33.3%
–	2	9.5%
…	1	4.8%

None

Value	Count	Frequency (%)
	10	71.4%
é	2	14.3%
è	1	7.1%
å	1	7.1%

_embedded_show_updated
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	58
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1633262934

Minimum	1604587119
Maximum	1651934883
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	864.0 B

Quantile statistics

Minimum	1604587119
5-th percentile	1608382289
Q1	1612552750
median	1639592660
Q3	1648456846
95-th percentile	1651420716
Maximum	1651934883
Range	47347764
Interquartile range (IQR)	35904095.25

Descriptive statistics

Standard deviation	17162036.49
Coefficient of variation (CV)	0.01050782218
Kurtosis	-1.559290182
Mean	1633262934
Median Absolute Deviation (MAD)	11356784.5
Skewness	-0.4648813658
Sum	1.502601899 × 10¹¹
Variance	2.945354965 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1645110771	11	12.0%
1639592660	10	10.9%
1609118201	4	4.3%
1611613354	4	4.3%
1606418164	3	3.3%
1618466682	2	2.2%
1648190058	2	2.2%
1612478145	2	2.2%
1609535141	2	2.2%
1618076715	2	2.2%
Other values (48)	50	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1604587119	1	1.1%
1606418164	3	3.3%
1608352967	1	1.1%
1608406279	1	1.1%
1609060726	2	2.2%
1609118201	4	4.3%
1609535141	2	2.2%
1609923648	1	1.1%
1610219224	1	1.1%
1611436842	1	1.1%

Value	Count	Frequency (%)
1651934883	1	1.1%
1651933209	1	1.1%
1651838647	1	1.1%
1651777316	1	1.1%
1651615415	1	1.1%
1651261416	1	1.1%
1651253459	1	1.1%
1651253250	1	1.1%
1651183202	1	1.1%
1651158646	1	1.1%

_links_self_href
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	92
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	864.0 B

https://api.tvmaze.com/episodes/1977902	1
https://api.tvmaze.com/episodes/1998673	1
https://api.tvmaze.com/episodes/1998683	1
https://api.tvmaze.com/episodes/1998682	1
https://api.tvmaze.com/episodes/1998681	1
Other values (87)	87

Length

Max length	39
Median length	39
Mean length	39
Min length	39

Characters and Unicode

Total characters	3588
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	92 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/episodes/1977902
2nd row	https://api.tvmaze.com/episodes/2015818
3rd row	https://api.tvmaze.com/episodes/1964000
4th row	https://api.tvmaze.com/episodes/1995405
5th row	https://api.tvmaze.com/episodes/2007760

Common Values

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/1977902	1	1.1%
https://api.tvmaze.com/episodes/1998673	1	1.1%
https://api.tvmaze.com/episodes/1998683	1	1.1%
https://api.tvmaze.com/episodes/1998682	1	1.1%
https://api.tvmaze.com/episodes/1998681	1	1.1%
https://api.tvmaze.com/episodes/1998680	1	1.1%
https://api.tvmaze.com/episodes/1998679	1	1.1%
https://api.tvmaze.com/episodes/1998678	1	1.1%
https://api.tvmaze.com/episodes/1998676	1	1.1%
https://api.tvmaze.com/episodes/1998675	1	1.1%
Other values (82)	82	89.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/1977902	1	1.1%
https://api.tvmaze.com/episodes/2324430	1	1.1%
https://api.tvmaze.com/episodes/1964000	1	1.1%
https://api.tvmaze.com/episodes/1995405	1	1.1%
https://api.tvmaze.com/episodes/2007760	1	1.1%
https://api.tvmaze.com/episodes/1985789	1	1.1%
https://api.tvmaze.com/episodes/2039622	1	1.1%
https://api.tvmaze.com/episodes/2039623	1	1.1%
https://api.tvmaze.com/episodes/2324427	1	1.1%
https://api.tvmaze.com/episodes/2324428	1	1.1%
Other values (82)	82	89.1%

Most occurring characters

Value	Count	Frequency (%)
/	368	10.3%
p	276	7.7%
s	276	7.7%
e	276	7.7%
t	276	7.7%
o	184	5.1%
a	184	5.1%
i	184	5.1%
.	184	5.1%
m	184	5.1%
Other values (16)	1196	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2300	64.1%
Other Punctuation	644	17.9%
Decimal Number	644	17.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	276	12.0%
s	276	12.0%
e	276	12.0%
t	276	12.0%
o	184	8.0%
a	184	8.0%
i	184	8.0%
m	184	8.0%
h	92	4.0%
d	92	4.0%
Other values (3)	276	12.0%

Decimal Number

Value	Count	Frequency (%)
9	116	18.0%
2	94	14.6%
1	86	13.4%
3	60	9.3%
0	59	9.2%
8	57	8.9%
4	46	7.1%
6	44	6.8%
7	41	6.4%
5	41	6.4%

Other Punctuation

Value	Count	Frequency (%)
/	368	57.1%
.	184	28.6%
:	92	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2300	64.1%
Common	1288	35.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	368	28.6%
.	184	14.3%
9	116	9.0%
2	94	7.3%
:	92	7.1%
1	86	6.7%
3	60	4.7%
0	59	4.6%
8	57	4.4%
4	46	3.6%
Other values (3)	126	9.8%

Latin

Value	Count	Frequency (%)
p	276	12.0%
s	276	12.0%
e	276	12.0%
t	276	12.0%
o	184	8.0%
a	184	8.0%
i	184	8.0%
m	184	8.0%
h	92	4.0%
d	92	4.0%
Other values (3)	276	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3588	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	368	10.3%
p	276	7.7%
s	276	7.7%
e	276	7.7%
t	276	7.7%
o	184	5.1%
a	184	5.1%
i	184	5.1%
.	184	5.1%
m	184	5.1%
Other values (16)	1196	33.3%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	id	url	name	season	number	type	airdate	airtime	airstamp	runtime	image	summary	_embedded_show_id	_embedded_show_url	_embedded_show_name	_embedded_show_type	_embedded_show_language	_embedded_show_genres	_embedded_show_status	_embedded_show_runtime	_embedded_show_averageRuntime	_embedded_show_premiered	_embedded_show_ended	_embedded_show_officialSite	_embedded_show_weight	_embedded_show_dvdCountry	_embedded_show_summary	_embedded_show_updated	_links_self_href
0	2007750	https://www.tvmaze.com/episodes/2007750/stand-up-autsajd-1x10-filipp-voronin-499-iz-5	Филипп Воронин "4,99 из 5"	1.0	10.0	regular	2020-12-22	12:00	2020-12-22T00:00:00+00:00	29.0	None	nan	51065	https://www.tvmaze.com/shows/51065/stand-up-autsajd	Stand Up Аутсайд	Variety	Russian	[]	Ended	40.0	28.0	2020-10-13	2020-12-31	https://premier.one/show/13734	3.0	nan	<p>Solo performances of stand-up comedians from the underground and popular TV and Internet projects. Each new release is a new concert with its own atmosphere and humor.</p>	1.616719e+09	https://api.tvmaze.com/episodes/1977902
1	2008030	https://www.tvmaze.com/episodes/2008030/lab-s-antonom-belaevym-2x09-gruppa-skryptonite	Gruppa Skryptonite	2.0	9.0	regular	2020-12-22	nan	2020-12-22T00:00:00+00:00	32.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/294/737209.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/294/737209.jpg'}	nan	52933	https://www.tvmaze.com/shows/52933/lab-s-antonom-belaevym	LAB с Антоном Беляевым	Documentary	Russian	['Music']	Running	26.0	25.0	2019-12-17	nan	https://hd.kinopoisk.ru/film/41a971dd517a30f9b86d20def219c326	15.0	nan	<p>Russian music artists reveal themselves from unexpected sides in the Anton Belyaev's show.</p>	1.641808e+09	https://api.tvmaze.com/episodes/2015818
2	1964568	https://www.tvmaze.com/episodes/1964568/core-sense-1x12-episode-12	Episode 12	1.0	12.0	regular	2020-12-22	10:00	2020-12-22T02:00:00+00:00	24.0	None	nan	51336	https://www.tvmaze.com/shows/51336/core-sense	Core Sense	Animation	Chinese	['Action', 'Anime', 'Science-Fiction']	Running	24.0	24.0	2020-10-13	nan	https://www.bilibili.com/bangumi/media/md28223064	37.0	nan	<p>The power of beginnings, the energy of the core stone; one may find it good, one may find it evil. During a normal investigation, Yue Juntian finds himself drawn into the battle between the 'beginnings' of Yun City; Jiang Xin arrives in Yun City to stop Li Zunyuan's plan to take over. The two influence each other - one solves the mystery of their birth, the other redeems themselves. Together, they oppose Li Zunyuan.<br /> </p>	1.604587e+09	https://api.tvmaze.com/episodes/1964000
3	2052511	https://www.tvmaze.com/episodes/2052511/wu-shen-zhu-zai-1x86-episode-86	Episode 86	1.0	86.0	regular	2020-12-22	10:00	2020-12-22T02:00:00+00:00	8.0	None	nan	54033	https://www.tvmaze.com/shows/54033/wu-shen-zhu-zai	Wu Shen Zhu Zai	Animation	Chinese	['Action', 'Adventure', 'Anime', 'Fantasy']	Running	8.0	8.0	2020-03-08	nan	https://v.qq.com/detail/m/7q544xyrava3vxf.html	76.0	nan	<p>The protagonist Qin Chen, who was originally the top genius in the military domain, was conspired by the people to fall into the death canyon in the forbidden land of the mainland. Qin Chen, who was inevitably dead, unexpectedly triggered the power of the mysterious ancient sword.<br /><br />Three hundred years later, in a remote part of the Tianwu mainland, a boy of the same name accidentally inherited Qin Chen's will. As the beloved grandson of King Dingwu of the Daqi National Army, due to the birth father's birth, the mother and son were treated coldly in Dingwu's palace and lived together. In order to rewrite the myth of the strong man in hope of the sun, and to protect everything he loves, Qin Chen resolutely took up the responsibility of maintaining the five kingdoms of the world and set foot on the road of martial arts again.</p>	1.649423e+09	https://api.tvmaze.com/episodes/1995405
4	1993656	https://www.tvmaze.com/episodes/1993656/7-days-of-romance-2x01-episode-1	Episode 1	2.0	1.0	regular	2020-12-22	nan	2020-12-22T03:00:00+00:00	15.0	None	nan	44276	https://www.tvmaze.com/shows/44276/7-days-of-romance	7 Days of Romance	Scripted	Korean	['Drama', 'Romance']	Ended	NaN	15.0	2019-10-08	2021-01-20	nan	82.0	nan	<p>Da Eun works part-time and Kim Byul is an idol in her 5th years since debut. These two girls who look alike decide to change each other's lives just for 7 days. It tells the romantic encounters of these 2 girls.</p>	1.650034e+09	https://api.tvmaze.com/episodes/2007760
5	2096299	https://www.tvmaze.com/episodes/2096299/no-turning-back-romance-1x05-5	5	1.0	5.0	regular	2020-12-22	nan	2020-12-22T03:00:00+00:00	12.0	None	nan	55002	https://www.tvmaze.com/shows/55002/no-turning-back-romance	No Turning Back Romance	Scripted	Korean	[]	Ended	NaN	12.0	2020-12-08	2021-01-06	nan	20.0	nan	<p>A teen romance of So Dam, a sixteen-year-old girl, who has never dated before but she receives her first-ever love confession from a mysterious boy. She is looking for the boy who secretly confessed to her while she was asleep on her desk. The clues include a male voice, mango fruit scent and gym uniform. She must piece the puzzle to find that person among the likely candidates that include hot shots Park Ji Hoo, Jeong Han Kyul, and Joo In Hyuk.</p>	1.621617e+09	https://api.tvmaze.com/episodes/1985789
6	2315117	https://www.tvmaze.com/episodes/2315117/sono-koi-mousukoshi-atatamemasuka-1x06-episode-6	Episode 6	1.0	6.0	regular	2020-12-22	nan	2020-12-22T03:00:00+00:00	15.0	None	nan	61674	https://www.tvmaze.com/shows/61674/sono-koi-mousukoshi-atatamemasuka	Sono koi Mousukoshi Atatamemasuka	Scripted	Japanese	['Romance']	Ended	15.0	15.0	2020-10-20	2020-12-22	https://www.paravi.jp/static/koisuko	6.0	nan	<p>It's spin-off drama of <b>"Kono Koi Atatamemasu ka"</b></p>	1.650915e+09	https://api.tvmaze.com/episodes/2039622
7	2068349	https://www.tvmaze.com/episodes/2068349/doomsday-awakening-2x01-episode-1	Episode 1	2.0	1.0	regular	2020-12-22	nan	2020-12-22T04:00:00+00:00	15.0	None	nan	48673	https://www.tvmaze.com/shows/48673/doomsday-awakening	Doomsday Awakening	Animation	Chinese	['Action', 'Anime', 'Science-Fiction', 'War']	Running	15.0	15.0	2018-05-24	nan	https://v.qq.com/detail/j/jaqpncskrgv28oo.html	56.0	nan	nan	1.618077e+09	https://api.tvmaze.com/episodes/2039623
8	2068351	https://www.tvmaze.com/episodes/2068351/doomsday-awakening-2x02-episode-2	Episode 2	2.0	2.0	regular	2020-12-22	nan	2020-12-22T04:00:00+00:00	15.0	None	nan	48673	https://www.tvmaze.com/shows/48673/doomsday-awakening	Doomsday Awakening	Animation	Chinese	['Action', 'Anime', 'Science-Fiction', 'War']	Running	15.0	15.0	2018-05-24	nan	https://v.qq.com/detail/j/jaqpncskrgv28oo.html	56.0	nan	nan	1.618077e+09	https://api.tvmaze.com/episodes/2324427
9	2005750	https://www.tvmaze.com/episodes/2005750/legend-of-yun-qian-1x03-episode-3	Episode 3	1.0	3.0	regular	2020-12-22	nan	2020-12-22T04:00:00+00:00	4.0	None	nan	52898	https://www.tvmaze.com/shows/52898/legend-of-yun-qian	Legend of Yun Qian	Scripted	Chinese	['Drama', 'Romance', 'History']	Ended	4.0	4.0	2020-12-21	2020-12-31	nan	67.0	nan	<p>The disciples of the Lingchuan Sect have guarded the Fans of Heaven and Earth for nearly a century. Mu Yun and Hua Yue are the only disciples of the sect that are left. The stubborn and disobedient Hua Yue unintentionally discovers that the Fan of Heaven possesses the power to travel through time. To escape being forced to study and practice martial arts by Mu Yun, Hua Yue travels to the future to have fun. Hundreds of years in the future she meets Xiao Qian who looks exactly like her. Secrets come to the surface, and adventures take place.</p>	1.649956e+09	https://api.tvmaze.com/episodes/2324428

Last rows

	id	url	name	season	number	type	airdate	airtime	airstamp	runtime	image	summary	_embedded_show_id	_embedded_show_url	_embedded_show_name	_embedded_show_type	_embedded_show_language	_embedded_show_genres	_embedded_show_status	_embedded_show_runtime	_embedded_show_averageRuntime	_embedded_show_premiered	_embedded_show_ended	_embedded_show_officialSite	_embedded_show_weight	_embedded_show_dvdCountry	_embedded_show_summary	_embedded_show_updated	_links_self_href
82	1983791	https://www.tvmaze.com/episodes/1983791/you-never-eat-alone-1x01-episode-1	Episode 1	1.0	1.0	regular	2020-12-22	22:00	2020-12-22T15:00:00+00:00	45.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/724584.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/724584.jpg'}	<p>Diew's family moves to America, leaving him to make the transition to his college dorm all on his own where he meets some unique friends. </p>	52327	https://www.tvmaze.com/shows/52327/you-never-eat-alone	You Never Eat Alone	Scripted	Thai	['Drama', 'Comedy', 'Food']	Ended	45.0	45.0	2020-12-22	2021-03-09	https://aisplay.ais.co.th/	62.0	nan	<p>When hunger and loneliness are the same as home. Because eating alone, it's a big deal. The operation to find someone to eat also began...</p>	1.619472e+09	https://api.tvmaze.com/episodes/1996689
83	2311020	https://www.tvmaze.com/episodes/2311020/toki-wo-kakeru-bando-1x10-band-that-takes-time	Band that takes time	1.0	10.0	regular	2020-12-22	00:25	2020-12-22T15:25:00+00:00	27.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/403/1009868.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/403/1009868.jpg'}	<p>'Ryo', who broke up with 'Chahan', 'Yuki Ehana,' 'Shiori Kato,' and 'Hitoko Murakami,' visits the ramen shop 'Satsumakko' for the first time in a while. So he hears from 'Murakami Tadashi' and 'Murakami Yoshie' that 'Chahhan' is out of order recently.<br />Ryo heads to the lesson studio for 'Chahhan'. Three people are surprised at the sudden visit of Ryo. Ryo enthusiastically scolds Yuki, Shiori, and Hitoko. Yuki is touched by Ryo's thoughts, and Shiori and Hitoko. Yuki goes to see the boy Ryo and she promises that she will definitely show success with 'pray'.<br />Three people who are making good progress toward their debut. Meanwhile, the color of the sky is changing more and more. The day when Ryo returns to the future is steadily approaching. 'Chahhan' invites Ryo to a one-man live.</p>	61530	https://www.tvmaze.com/shows/61530/toki-wo-kakeru-bando	Toki wo Kakeru Bando	Scripted	Japanese	['Comedy', 'Music', 'Science-Fiction']	Ended	27.0	26.0	2020-10-20	2020-12-22	https://www.fujitv.co.jp/tokikake/	0.0	{'name': 'Japan', 'code': 'JP', 'timezone': 'Asia/Tokyo'}	<p>A story about Ryo, a mysterious and self-proclaimed music producer from the future, producing a girl band of three girls and leading them to stardom. A comical and tempo conversational drama, and various trials to produce the youth of young people who play music with comedy touch.</p>	1.649705e+09	https://api.tvmaze.com/episodes/1950703
84	2015888	https://www.tvmaze.com/episodes/2015888/edgar-1x05-quelques-pixels-en-moins	Quelques pixels en moins	1.0	5.0	regular	2020-12-22	nan	2020-12-22T16:00:00+00:00	39.0	None	<p>Winnipeg Police find a victim who died in a stupid accident with no sign of violence.</p>	53114	https://www.tvmaze.com/shows/53114/edgar	Edgar	Scripted	French	['Comedy', 'Crime', 'Mystery']	Running	NaN	42.0	2020-08-05	nan	https://www.crave.ca/en/tv-shows/edgar	28.0	nan	<p>Although Edgar Aquin can go unnoticed by his appearance, he is a formidable investigator, with an extraordinary sense of observation. With his unconventional methods, sharp instincts and unique logic, he will succeed in proving the guilt of the suspects every time!</p>	1.611613e+09	https://api.tvmaze.com/episodes/2050241
85	2015889	https://www.tvmaze.com/episodes/2015889/edgar-1x06-dernier-round	Dernier round	1.0	6.0	regular	2020-12-22	nan	2020-12-22T16:00:00+00:00	41.0	None	<p>Ryan uses Maisie to make illegal bets. She changes her plans and a few days later Ryan is found dead.</p>	53114	https://www.tvmaze.com/shows/53114/edgar	Edgar	Scripted	French	['Comedy', 'Crime', 'Mystery']	Running	NaN	42.0	2020-08-05	nan	https://www.crave.ca/en/tv-shows/edgar	28.0	nan	<p>Although Edgar Aquin can go unnoticed by his appearance, he is a formidable investigator, with an extraordinary sense of observation. With his unconventional methods, sharp instincts and unique logic, he will succeed in proving the guilt of the suspects every time!</p>	1.611613e+09	https://api.tvmaze.com/episodes/1970536
86	2015890	https://www.tvmaze.com/episodes/2015890/edgar-1x07-vos-paupieres-sont-lourdes	Vos paupières sont lourdes	1.0	7.0	regular	2020-12-22	nan	2020-12-22T16:00:00+00:00	44.0	None	<p>The suspects swear they have no memory of the crime committed. Edgar will find their only point in common: Zéphir, the hypnotist.</p>	53114	https://www.tvmaze.com/shows/53114/edgar	Edgar	Scripted	French	['Comedy', 'Crime', 'Mystery']	Running	NaN	42.0	2020-08-05	nan	https://www.crave.ca/en/tv-shows/edgar	28.0	nan	<p>Although Edgar Aquin can go unnoticed by his appearance, he is a formidable investigator, with an extraordinary sense of observation. With his unconventional methods, sharp instincts and unique logic, he will succeed in proving the guilt of the suspects every time!</p>	1.611613e+09	https://api.tvmaze.com/episodes/2005420
87	2015891	https://www.tvmaze.com/episodes/2015891/edgar-1x08-coup-de-theatre	Coup de théâtre	1.0	8.0	regular	2020-12-22	nan	2020-12-22T16:00:00+00:00	43.0	None	<p>Gnawed by jealousy, the actress Béatrice Rose develops a masterful plan that will sign the last act of her rival, Marie Sainclair.</p>	53114	https://www.tvmaze.com/shows/53114/edgar	Edgar	Scripted	French	['Comedy', 'Crime', 'Mystery']	Running	NaN	42.0	2020-08-05	nan	https://www.crave.ca/en/tv-shows/edgar	28.0	nan	<p>Although Edgar Aquin can go unnoticed by his appearance, he is a formidable investigator, with an extraordinary sense of observation. With his unconventional methods, sharp instincts and unique logic, he will succeed in proving the guilt of the suspects every time!</p>	1.611613e+09	https://api.tvmaze.com/episodes/1985483
88	2165008	https://www.tvmaze.com/episodes/2165008/all-about-android-2020-12-22-best-of-2020	Best of 2020	2020.0	51.0	regular	2020-12-22	nan	2020-12-22T17:00:00+00:00	90.0	None	nan	17633	https://www.tvmaze.com/shows/17633/all-about-android	All About Android	News	English	[]	Running	90.0	90.0	2011-03-29	nan	https://twit.tv/shows/all-about-android	30.0	nan	<p><b>All About Android </b>delivers everything you want to know about Android each week -- the biggest news, freshest hardware, best apps and geekiest how-to's -- with Android enthusiasts Jason Howell, Florence Ion, Ron Richards, and a variety of special guests along the way.</p>	1.650312e+09	https://api.tvmaze.com/episodes/1985484
89	1968003	https://www.tvmaze.com/episodes/1968003/a-teacher-1x09-episode-9	Episode 9	1.0	9.0	regular	2020-12-22	nan	2020-12-22T17:00:00+00:00	30.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/724613.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/724613.jpg'}	<p>Claire and Eric separately hit their breaking points.</p>	38339	https://www.tvmaze.com/shows/38339/a-teacher	A Teacher	Scripted	English	['Drama']	Ended	NaN	27.0	2020-11-10	2020-12-29	https://www.hulu.com/series/a-teacher-1c871218-05b1-4c66-a22f-260b2cb9bbf9	91.0	nan	<p><b>A Teacher</b> examines the complexities and consequences of an illegal relationship between a female teacher, Claire and her male high school student, Eric. Dissatisfied in their own lives, Claire and Eric discover an undeniable escape in each other, but their relationship accelerates faster than anticipated and the permanent damage becomes impossible to ignore.</p>	1.637345e+09	https://api.tvmaze.com/episodes/1988405
90	1991991	https://www.tvmaze.com/episodes/1991991/reverse-engineering-2020-12-22-recreating-marcus-samuelssons-swedish-meatballs-from-taste	Recreating Marcus Samuelsson's Swedish Meatballs From Taste	2020.0	5.0	regular	2020-12-22	nan	2020-12-22T17:00:00+00:00	24.0	None	nan	45512	https://www.tvmaze.com/shows/45512/reverse-engineering	Reverse Engineering	Reality	English	['Food']	Running	30.0	28.0	2019-05-28	nan	https://video.bonappetit.com/series/reverse-engineering	30.0	nan	<p>One dish. Two days. A challenge for super taster Chris Morocco to blindly taste a dish made by a famous chef and then reverse engineer it as closely to the original as he can.</p>	1.651159e+09	https://api.tvmaze.com/episodes/1997537
91	1977417	https://www.tvmaze.com/episodes/1977417/goede-tijden-slechte-tijden-31x66-aflevering-6321	Aflevering 6321	31.0	66.0	regular	2020-12-22	20:00	2020-12-22T19:00:00+00:00	23.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/723174.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/723174.jpg'}	nan	2504	https://www.tvmaze.com/shows/2504/goede-tijden-slechte-tijden	Goede Tijden, Slechte Tijden	Scripted	Dutch	['Drama', 'Romance']	Running	23.0	25.0	1990-10-01	nan	http://gtst.nl/#!/	77.0	nan	nan	1.651839e+09	https://api.tvmaze.com/episodes/1997538

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